diff --git a/appveyor.yml b/appveyor.yml index 3fdd7bec9..ddfa7c90d 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -16,6 +16,6 @@ build_script: cmake --build . --config Release --target install test_script: - cmd: >- - C:\Python39-x64\python -m pip install -U pytest numpy scipy astropy matplotlib mpmath vectormath && + C:\Python310-x64\python -m pip install -U pytest numpy scipy astropy matplotlib mpmath vectormath && cd C:\projects\numcpp\test\pytest && - C:\Python39-x64\python -m pytest + C:\Python310-x64\python -m pytest diff --git a/develop/ToDo.md b/develop/ToDo.md new file mode 100644 index 000000000..c7fe9acc7 --- /dev/null +++ b/develop/ToDo.md @@ -0,0 +1,3 @@ +## Changes + + * should the indices operator() and [] sort and take unique of the indices? This is not inline with NumPy diff --git a/docs/doxygen/html/_bisection_8hpp.html b/docs/doxygen/html/_bisection_8hpp.html index b562273fa..520e94fa3 100644 --- a/docs/doxygen/html/_bisection_8hpp.html +++ b/docs/doxygen/html/_bisection_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: Bisection.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
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bartlett.hpp File Reference
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+
+
#include <cmath>
+#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Functions/linspace.hpp"
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + +

+Functions

NdArray< double > nc::bartlett (int32 m)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/bartlett_8hpp.js b/docs/doxygen/html/bartlett_8hpp.js new file mode 100644 index 000000000..d47f99054 --- /dev/null +++ b/docs/doxygen/html/bartlett_8hpp.js @@ -0,0 +1,4 @@ +var bartlett_8hpp = +[ + [ "bartlett", "bartlett_8hpp.html#a594225660881a1cd0caabba4946c07d4", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/bartlett_8hpp_source.html b/docs/doxygen/html/bartlett_8hpp_source.html new file mode 100644 index 000000000..0c5687f36 --- /dev/null +++ b/docs/doxygen/html/bartlett_8hpp_source.html @@ -0,0 +1,142 @@ + + + + + + + +NumCpp: bartlett.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
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bartlett.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include <cmath>
+
31 
+
32 #include "NumCpp/NdArray.hpp"
+
33 #include "NumCpp/Functions/linspace.hpp"
+
34 
+
35 namespace nc
+
36 {
+
37  //============================================================================
+
38  // Method Description:
+
48  inline NdArray<double> bartlett(int32 m)
+
49  {
+
50  if (m < 1)
+
51  {
+
52  return {};
+
53  }
+
54 
+
55  const auto mDouble = static_cast<double>(m);
+
56  const auto mMinus1Over2 = (mDouble - 1.0) / 2.0;
+
57  const auto mMinus1Over2Inv = 1.0 / mMinus1Over2;
+
58 
+
59  NdArray<double> result(1, m);
+
60  int32 i = 0;
+
61  for (auto n : linspace(0.0, mDouble - 1.0, m, true))
+
62  {
+
63  result[i++] = mMinus1Over2Inv * (mMinus1Over2 - std::abs(n - mMinus1Over2));
+
64  }
+
65 
+
66  return result;
+
67  }
+
68 } // namespace nc
+ + + +
nc
Definition: Coordinate.hpp:45
+
nc::bartlett
NdArray< double > bartlett(int32 m)
Definition: bartlett.hpp:48
+
nc::linspace
NdArray< dtype > linspace(dtype inStart, dtype inStop, uint32 inNum=50, bool endPoint=true)
Definition: linspace.hpp:61
+
nc::abs
auto abs(dtype inValue) noexcept
Definition: abs.hpp:49
+
nc::int32
std::int32_t int32
Definition: Types.hpp:36
+
+
+ + + + diff --git a/docs/doxygen/html/bernoilli_8hpp.html b/docs/doxygen/html/bernoilli_8hpp.html index 5938450df..3948ac5dd 100644 --- a/docs/doxygen/html/bernoilli_8hpp.html +++ b/docs/doxygen/html/bernoilli_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: bernoilli.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
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NumCpp +  2.7.0 +
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blackman.hpp File Reference
+
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+
#include <cmath>
+#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Constants.hpp"
+#include "NumCpp/Functions/linspace.hpp"
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + +

+Functions

NdArray< double > nc::blackman (int32 m)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/blackman_8hpp.js b/docs/doxygen/html/blackman_8hpp.js new file mode 100644 index 000000000..797c27f61 --- /dev/null +++ b/docs/doxygen/html/blackman_8hpp.js @@ -0,0 +1,4 @@ +var blackman_8hpp = +[ + [ "blackman", "blackman_8hpp.html#aab31b376c91a94e877f236177dbab4d0", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/blackman_8hpp_source.html b/docs/doxygen/html/blackman_8hpp_source.html new file mode 100644 index 000000000..a2fd5cecd --- /dev/null +++ b/docs/doxygen/html/blackman_8hpp_source.html @@ -0,0 +1,145 @@ + + + + + + + +NumCpp: blackman.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
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+ +
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+
+
blackman.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include <cmath>
+
31 
+
32 #include "NumCpp/NdArray.hpp"
+
33 #include "NumCpp/Core/Constants.hpp"
+
34 #include "NumCpp/Functions/linspace.hpp"
+
35 
+
36 namespace nc
+
37 {
+
38  //============================================================================
+
39  // Method Description:
+
49  inline NdArray<double> blackman(int32 m)
+
50  {
+
51  if (m < 1)
+
52  {
+
53  return {};
+
54  }
+
55 
+
56  const auto mDouble = static_cast<double>(m);
+
57 
+
58  NdArray<double> result(1, m);
+
59  int32 i = 0;
+
60  for (auto n : linspace(0.0, mDouble, m, true))
+
61  {
+
62  const auto nOverM = n / mDouble;
+
63  result[i++] = 0.42 - 0.5 * std::cos(2.0 * constants::pi * nOverM)
+
64  + 0.08 * std::cos(4.0 * constants::pi * nOverM);
+
65  }
+
66 
+
67  return result;
+
68  }
+
69 } // namespace nc
+ + + + +
nc::constants::pi
constexpr double pi
Pi.
Definition: Constants.hpp:43
+
nc
Definition: Coordinate.hpp:45
+
nc::linspace
NdArray< dtype > linspace(dtype inStart, dtype inStop, uint32 inNum=50, bool endPoint=true)
Definition: linspace.hpp:61
+
nc::cos
auto cos(dtype inValue) noexcept
Definition: cos.hpp:49
+
nc::int32
std::int32_t int32
Definition: Types.hpp:36
+
nc::blackman
NdArray< double > blackman(int32 m)
Definition: blackman.hpp:49
+
+
+ + + + diff --git a/docs/doxygen/html/byteswap_8hpp.html b/docs/doxygen/html/byteswap_8hpp.html index 87f94b8b0..0d41056c9 100644 --- a/docs/doxygen/html/byteswap_8hpp.html +++ b/docs/doxygen/html/byteswap_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: byteswap.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
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A Templatized Header Only C++ Implementation of the Python NumPy Library
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corrcoef.hpp File Reference
+
+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Functions/cov.hpp"
+#include "NumCpp/Functions/empty_like.hpp"
+#include "NumCpp/Functions/sqrt.hpp"
+
+

Go to the source code of this file.

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 nc
 
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template<typename dtype >
NdArray< double > nc::corrcoef (const NdArray< dtype > &x)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/corrcoef_8hpp.js b/docs/doxygen/html/corrcoef_8hpp.js new file mode 100644 index 000000000..ef95b8667 --- /dev/null +++ b/docs/doxygen/html/corrcoef_8hpp.js @@ -0,0 +1,4 @@ +var corrcoef_8hpp = +[ + [ "corrcoef", "corrcoef_8hpp.html#a2232014b014afca61e5ebe93c5ba2c0c", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/corrcoef_8hpp_source.html b/docs/doxygen/html/corrcoef_8hpp_source.html new file mode 100644 index 000000000..75b2f090c --- /dev/null +++ b/docs/doxygen/html/corrcoef_8hpp_source.html @@ -0,0 +1,145 @@ + + + + + + + +NumCpp: corrcoef.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
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+
corrcoef.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
32 #include "NumCpp/Functions/cov.hpp"
+
33 #include "NumCpp/Functions/empty_like.hpp"
+
34 #include "NumCpp/Functions/sqrt.hpp"
+
35 
+
36 namespace nc
+
37 {
+
38  //============================================================================
+
39  // Method Description:
+
49  template<typename dtype>
+
50  NdArray<double> corrcoef(const NdArray<dtype>& x)
+
51  {
+
52  STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype);
+
53 
+
54  const auto covariance = cov(x);
+
55  auto normalizedCovariance = empty_like(covariance);
+
56  for (decltype(covariance.numRows()) i = 0; i < covariance.numRows(); ++i)
+
57  {
+
58  for (decltype(covariance.numCols()) j = 0; j < covariance.numCols(); ++j)
+
59  {
+
60  normalizedCovariance(i, j) = covariance(i, j) / sqrt(covariance(i, i) * covariance(j, j));
+
61  }
+
62  }
+
63 
+
64  return normalizedCovariance;
+
65  }
+
66 } // namespace nc
+ + +
STATIC_ASSERT_ARITHMETIC_OR_COMPLEX
#define STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype)
Definition: StaticAsserts.hpp:50
+ + +
empty_like.hpp
+
nc::constants::j
constexpr auto j
Definition: Constants.hpp:45
+
nc
Definition: Coordinate.hpp:45
+
nc::corrcoef
NdArray< double > corrcoef(const NdArray< dtype > &x)
Definition: corrcoef.hpp:50
+
nc::cov
NdArray< double > cov(const NdArray< dtype > &x, bool bias=false)
Definition: cov.hpp:52
+
nc::sqrt
auto sqrt(dtype inValue) noexcept
Definition: sqrt.hpp:48
+
nc::empty_like
NdArray< dtype > empty_like(const NdArray< dtype > &inArray)
Definition: empty_like.hpp:44
+ +
+
+ + + + diff --git a/docs/doxygen/html/cos_8hpp.html b/docs/doxygen/html/cos_8hpp.html index c37d7f2aa..284eea533 100644 --- a/docs/doxygen/html/cos_8hpp.html +++ b/docs/doxygen/html/cos_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: cos.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
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NumCpp +  2.7.0 +
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A Templatized Header Only C++ Implementation of the Python NumPy Library
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cov.hpp File Reference
+
+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Functions/mean.hpp"
+#include <type_traits>
+
+

Go to the source code of this file.

+ + + + +

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 nc
 
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+Functions

template<typename dtype >
NdArray< double > nc::cov (const NdArray< dtype > &x, bool bias=false)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/cov_8hpp.js b/docs/doxygen/html/cov_8hpp.js new file mode 100644 index 000000000..2dfe72ff2 --- /dev/null +++ b/docs/doxygen/html/cov_8hpp.js @@ -0,0 +1,4 @@ +var cov_8hpp = +[ + [ "cov", "cov_8hpp.html#a61dbb6e2f778525a305dc235a9a43c76", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/cov_8hpp_source.html b/docs/doxygen/html/cov_8hpp_source.html new file mode 100644 index 000000000..b0f447128 --- /dev/null +++ b/docs/doxygen/html/cov_8hpp_source.html @@ -0,0 +1,170 @@ + + + + + + + +NumCpp: cov.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
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+
cov.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
32 #include "NumCpp/Functions/mean.hpp"
+
33 
+
34 #include <type_traits>
+
35 
+
36 namespace nc
+
37 {
+
38  //============================================================================
+
39  // Method Description:
+
51  template<typename dtype>
+
52  NdArray<double> cov(const NdArray<dtype>& x, bool bias = false)
+
53  {
+
54  STATIC_ASSERT_ARITHMETIC(dtype);
+
55 
+
56  const auto varMeans = mean(x, Axis::COL);
+
57  const auto numVars = x.numRows();
+
58  const auto numObs = x.numCols();
+
59  const auto normilizationFactor = bias ? static_cast<double>(numObs) : static_cast<double>(numObs - 1);
+
60  using IndexType = std::remove_const<decltype(numVars)>::type;
+
61 
+
62  // upper triangle
+
63  auto covariance = NdArray<double>(numVars);
+
64  for (IndexType i = 0; i < numVars; ++i)
+
65  {
+
66  const auto var1Mean = varMeans[i];
+
67 
+
68  for (IndexType j = i; j < numVars; ++j)
+
69  {
+
70  const auto var2Mean = varMeans[j];
+
71 
+
72  double sum = 0.0;
+
73  for (IndexType iObs = 0; iObs < numObs; ++iObs)
+
74  {
+
75  sum += (x(i, iObs) - var1Mean) * (x(j, iObs) - var2Mean);
+
76  }
+
77 
+
78  covariance(i, j) = sum / normilizationFactor;
+
79  }
+
80  }
+
81 
+
82  // fill in the rest of the symmetric matrix
+
83  for (IndexType j = 0; j < numVars; ++j)
+
84  {
+
85  for (IndexType i = j + 1; i < numVars; ++i)
+
86  {
+
87  covariance(i, j) = covariance(j, i);
+
88  }
+
89  }
+
90 
+
91  return covariance;
+
92  }
+
93 } // namespace nc
+ + +
STATIC_ASSERT_ARITHMETIC
#define STATIC_ASSERT_ARITHMETIC(dtype)
Definition: StaticAsserts.hpp:37
+ +
nc::NdArray::numCols
uint32 numCols() const noexcept
Definition: NdArrayCore.hpp:3418
+
nc::NdArray::numRows
uint32 numRows() const noexcept
Definition: NdArrayCore.hpp:3430
+ +
nc::constants::j
constexpr auto j
Definition: Constants.hpp:45
+
nc
Definition: Coordinate.hpp:45
+ +
nc::cov
NdArray< double > cov(const NdArray< dtype > &x, bool bias=false)
Definition: cov.hpp:52
+
nc::sum
NdArray< dtype > sum(const NdArray< dtype > &inArray, Axis inAxis=Axis::NONE)
Definition: sum.hpp:46
+
nc::mean
NdArray< double > mean(const NdArray< dtype > &inArray, Axis inAxis=Axis::NONE)
Definition: mean.hpp:52
+
+
+ + + + diff --git a/docs/doxygen/html/cov__inv_8hpp.html b/docs/doxygen/html/cov__inv_8hpp.html new file mode 100644 index 000000000..08880a17a --- /dev/null +++ b/docs/doxygen/html/cov__inv_8hpp.html @@ -0,0 +1,130 @@ + + + + + + + +NumCpp: cov_inv.hpp File Reference + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
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cov_inv.hpp File Reference
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#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Functions/cov.hpp"
+#include "NumCpp/Linalg/inv.hpp"
+
+

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 nc
 
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template<typename dtype >
NdArray< double > nc::cov_inv (const NdArray< dtype > &x, bool bias=false)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/cov__inv_8hpp.js b/docs/doxygen/html/cov__inv_8hpp.js new file mode 100644 index 000000000..fdb3e8e22 --- /dev/null +++ b/docs/doxygen/html/cov__inv_8hpp.js @@ -0,0 +1,4 @@ +var cov__inv_8hpp = +[ + [ "cov_inv", "cov__inv_8hpp.html#a2a45ff9db0b44932844a5d9cb13b2d38", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/cov__inv_8hpp_source.html b/docs/doxygen/html/cov__inv_8hpp_source.html new file mode 100644 index 000000000..eaebcab03 --- /dev/null +++ b/docs/doxygen/html/cov__inv_8hpp_source.html @@ -0,0 +1,131 @@ + + + + + + + +NumCpp: cov_inv.hpp Source File + + + + + + + + + + + + + + +
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+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
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cov_inv.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
32 #include "NumCpp/Functions/cov.hpp"
+
33 #include "NumCpp/Linalg/inv.hpp"
+
34 
+
35 namespace nc
+
36 {
+
37  //============================================================================
+
38  // Method Description:
+
48  template<typename dtype>
+
49  NdArray<double> cov_inv(const NdArray<dtype>& x, bool bias = false)
+
50  {
+
51  STATIC_ASSERT_ARITHMETIC(dtype);
+
52 
+
53  return linalg::inv(cov(x, bias));
+
54  }
+
55 } // namespace nc
+ + +
STATIC_ASSERT_ARITHMETIC
#define STATIC_ASSERT_ARITHMETIC(dtype)
Definition: StaticAsserts.hpp:37
+ + + +
nc::linalg::inv
NdArray< double > inv(const NdArray< dtype > &inArray)
Definition: inv.hpp:52
+
nc
Definition: Coordinate.hpp:45
+
nc::cov_inv
NdArray< double > cov_inv(const NdArray< dtype > &x, bool bias=false)
Definition: cov_inv.hpp:49
+
nc::cov
NdArray< double > cov(const NdArray< dtype > &x, bool bias=false)
Definition: cov.hpp:52
+
+
+ + + + diff --git a/docs/doxygen/html/cross_8hpp.html b/docs/doxygen/html/cross_8hpp.html index 0cf67ba31..7415fd252 100644 --- a/docs/doxygen/html/cross_8hpp.html +++ b/docs/doxygen/html/cross_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: cross.hpp File Reference @@ -28,7 +28,7 @@ Logo
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A Templatized Header Only C++ Implementation of the Python NumPy Library
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extract.hpp File Reference
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+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/Error.hpp"
+#include <vector>
+
+

Go to the source code of this file.

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 nc
 
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template<typename dtype >
NdArray< dtype > nc::extract (const NdArray< bool > &condition, const NdArray< dtype > &arr)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/extract_8hpp.js b/docs/doxygen/html/extract_8hpp.js new file mode 100644 index 000000000..2bf77bca5 --- /dev/null +++ b/docs/doxygen/html/extract_8hpp.js @@ -0,0 +1,4 @@ +var extract_8hpp = +[ + [ "extract", "extract_8hpp.html#af75594a13a627d4b014cf04749324571", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/extract_8hpp_source.html b/docs/doxygen/html/extract_8hpp_source.html new file mode 100644 index 000000000..0bef0dba5 --- /dev/null +++ b/docs/doxygen/html/extract_8hpp_source.html @@ -0,0 +1,140 @@ + + + + + + + +NumCpp: extract.hpp Source File + + + + + + + + + + + + + + +
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NumCpp +  2.7.0 +
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A Templatized Header Only C++ Implementation of the Python NumPy Library
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extract.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/Error.hpp"
+
32 
+
33 #include <vector>
+
34 
+
35 namespace nc
+
36 {
+
37  //============================================================================
+
38  // Method Description:
+
47  template<typename dtype>
+
48  NdArray<dtype> extract(const NdArray<bool>& condition, const NdArray<dtype>& arr)
+
49  {
+
50  if (condition.size() != arr.size())
+
51  {
+
52  THROW_INVALID_ARGUMENT_ERROR("Input arguments 'condition' and 'arr' must have the same size.");
+
53  }
+
54 
+
55  std::vector<dtype> values;
+
56  for (decltype(arr.size()) i = 0; i < arr.size(); ++i)
+
57  {
+
58  if (condition[i])
+
59  {
+
60  values.push_back(arr[i]);
+
61  }
+
62  }
+
63 
+
64  return NdArray<dtype>(values.begin(), values.end());
+
65  }
+
66 } // namespace nc
+ +
THROW_INVALID_ARGUMENT_ERROR
#define THROW_INVALID_ARGUMENT_ERROR(msg)
Definition: Error.hpp:36
+ +
nc::NdArray
Holds 1D and 2D arrays, the main work horse of the NumCpp library.
Definition: NdArrayCore.hpp:72
+
nc::NdArray::size
size_type size() const noexcept
Definition: NdArrayCore.hpp:4296
+
nc
Definition: Coordinate.hpp:45
+
nc::extract
NdArray< dtype > extract(const NdArray< bool > &condition, const NdArray< dtype > &arr)
Definition: extract.hpp:48
+
+
+ + + + diff --git a/docs/doxygen/html/extreme_value_8hpp.html b/docs/doxygen/html/extreme_value_8hpp.html index 276810bb0..be84ea8b1 100644 --- a/docs/doxygen/html/extreme_value_8hpp.html +++ b/docs/doxygen/html/extreme_value_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: extremeValue.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
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geomspace.hpp File Reference
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#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/Error.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Functions/logb.hpp"
+#include "NumCpp/Functions/logspace.hpp"
+#include "NumCpp/Functions/nth_root.hpp"
+#include "NumCpp/Utils/essentiallyEqual.hpp"
+
+

Go to the source code of this file.

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template<typename dtype >
NdArray< double > nc::geomspace (dtype start, dtype stop, uint32 num=50, bool endPoint=true)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/geomspace_8hpp.js b/docs/doxygen/html/geomspace_8hpp.js new file mode 100644 index 000000000..3f2f532b2 --- /dev/null +++ b/docs/doxygen/html/geomspace_8hpp.js @@ -0,0 +1,4 @@ +var geomspace_8hpp = +[ + [ "geomspace", "geomspace_8hpp.html#aa5cdd68a27ae041c382eabfb07dfa9bc", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/geomspace_8hpp_source.html b/docs/doxygen/html/geomspace_8hpp_source.html new file mode 100644 index 000000000..bc29dd189 --- /dev/null +++ b/docs/doxygen/html/geomspace_8hpp_source.html @@ -0,0 +1,158 @@ + + + + + + + +NumCpp: geomspace.hpp Source File + + + + + + + + + + + + + + +
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NumCpp +  2.7.0 +
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geomspace.hpp
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+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/Error.hpp"
+
32 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
33 #include "NumCpp/Functions/logb.hpp"
+
34 #include "NumCpp/Functions/logspace.hpp"
+
35 #include "NumCpp/Functions/nth_root.hpp"
+
36 #include "NumCpp/Utils/essentiallyEqual.hpp"
+
37 
+
38 namespace nc
+
39 {
+
40  //============================================================================
+
41  // Method Description:
+
57  template<typename dtype>
+
58  NdArray<double> geomspace(dtype start, dtype stop, uint32 num = 50, bool endPoint = true)
+
59  {
+
60  STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype);
+
61 
+
62  if (utils::essentiallyEqual(start, dtype{0}))
+
63  {
+
64  THROW_INVALID_ARGUMENT_ERROR("Geometric sequence cannot include zero");
+
65  }
+
66 
+
67  if (num == 1)
+
68  {
+
69  return { static_cast<double>(start) };
+
70  }
+
71  else if (num == 2 && endPoint)
+
72  {
+
73  return {static_cast<double>(start), static_cast<double>(stop)};
+
74  }
+
75 
+
76  const auto base = nth_root(stop / start, num - 1);
+
77  const auto logStart = logb(start, base);
+
78  const auto logStop = logb(stop, base);
+
79  return logspace(logStart, logStop, num, endPoint, base);
+
80  }
+
81 } // namespace nc
+ +
THROW_INVALID_ARGUMENT_ERROR
#define THROW_INVALID_ARGUMENT_ERROR(msg)
Definition: Error.hpp:36
+ + +
STATIC_ASSERT_ARITHMETIC_OR_COMPLEX
#define STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype)
Definition: StaticAsserts.hpp:50
+ + + + +
nc::utils::essentiallyEqual
bool essentiallyEqual(dtype inValue1, dtype inValue2) noexcept
Definition: essentiallyEqual.hpp:52
+
nc
Definition: Coordinate.hpp:45
+
nc::logspace
NdArray< double > logspace(dtype start, dtype stop, uint32 num=50, bool endPoint=true, double base=10.0)
Definition: logspace.hpp:57
+
nc::logb
auto logb(dtype inValue, dtype inBase) noexcept
Definition: logb.hpp:49
+
nc::geomspace
NdArray< double > geomspace(dtype start, dtype stop, uint32 num=50, bool endPoint=true)
Definition: geomspace.hpp:58
+
nc::nth_root
double nth_root(dtype1 inValue, dtype2 inRoot) noexcept
Definition: nth_root.hpp:46
+
nc::uint32
std::uint32_t uint32
Definition: Types.hpp:40
+
nth_root.hpp
+
+
+ + + + diff --git a/docs/doxygen/html/globals.html b/docs/doxygen/html/globals.html index fbdee004e..4321c5aa3 100644 --- a/docs/doxygen/html/globals.html +++ b/docs/doxygen/html/globals.html @@ -3,7 +3,7 @@ - + NumCpp: Globals @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
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NumCpp +  2.7.0 +
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hamming.hpp File Reference
+
+
+
#include <cmath>
+#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Constants.hpp"
+
+

Go to the source code of this file.

+ + + + +

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 nc
 
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NdArray< double > nc::hamming (int32 m)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/hamming_8hpp.js b/docs/doxygen/html/hamming_8hpp.js new file mode 100644 index 000000000..56aab8744 --- /dev/null +++ b/docs/doxygen/html/hamming_8hpp.js @@ -0,0 +1,4 @@ +var hamming_8hpp = +[ + [ "hamming", "hamming_8hpp.html#ad7fcd267d31bec0085f82959e3b5f9d3", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/hamming_8hpp_source.html b/docs/doxygen/html/hamming_8hpp_source.html new file mode 100644 index 000000000..6e80f453a --- /dev/null +++ b/docs/doxygen/html/hamming_8hpp_source.html @@ -0,0 +1,142 @@ + + + + + + + +NumCpp: hamming.hpp Source File + + + + + + + + + + + + + + +
+
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NumCpp +  2.7.0 +
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A Templatized Header Only C++ Implementation of the Python NumPy Library
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hamming.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include <cmath>
+
31 
+
32 #include "NumCpp/NdArray.hpp"
+
33 #include "NumCpp/Core/Constants.hpp"
+
34 
+
35 namespace nc
+
36 {
+
37  //============================================================================
+
38  // Method Description:
+
48  inline NdArray<double> hamming(int32 m)
+
49  {
+
50  if (m < 1)
+
51  {
+
52  return {};
+
53  }
+
54 
+
55  const auto mDouble = static_cast<double>(m);
+
56  const auto twoPiDivMMinus1 = (2.0 * constants::pi) / (mDouble - 1.0);
+
57 
+
58  NdArray<double> result(1, m);
+
59  int32 i = 0;
+
60  for (auto n : linspace(0.0, mDouble - 1.0, m, true))
+
61  {
+
62  result[i++] = 0.54 - 0.46 * std::cos(twoPiDivMMinus1 * n);
+
63  }
+
64 
+
65  return result;
+
66  }
+
67 } // namespace nc
+ + + +
nc::constants::pi
constexpr double pi
Pi.
Definition: Constants.hpp:43
+
nc
Definition: Coordinate.hpp:45
+
nc::linspace
NdArray< dtype > linspace(dtype inStart, dtype inStop, uint32 inNum=50, bool endPoint=true)
Definition: linspace.hpp:61
+
nc::cos
auto cos(dtype inValue) noexcept
Definition: cos.hpp:49
+
nc::int32
std::int32_t int32
Definition: Types.hpp:36
+
nc::hamming
NdArray< double > hamming(int32 m)
Definition: hamming.hpp:48
+
+
+ + + + diff --git a/docs/doxygen/html/hamming_encode_8hpp.html b/docs/doxygen/html/hamming_encode_8hpp.html new file mode 100644 index 000000000..0d0707e60 --- /dev/null +++ b/docs/doxygen/html/hamming_encode_8hpp.html @@ -0,0 +1,171 @@ + + + + + + + +NumCpp: hammingEncode.hpp File Reference + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
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hammingEncode.hpp File Reference
+
+
+
#include <bitset>
+#include <cmath>
+#include <cstdlib>
+#include <stdexcept>
+#include <type_traits>
+#include <vector>
+#include "boost/dynamic_bitset.hpp"
+#include "NumCpp/Core/Internal/TypeTraits.hpp"
+
+

Go to the source code of this file.

+ + + + + + + + +

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 nc
 
 nc::edac
 
 nc::edac::detail
 
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +

+Functions

bool nc::edac::detail::calculateParity (const boost::dynamic_bitset<> &data) noexcept
 
template<std::size_t DataBits>
constexpr bool nc::edac::detail::calculateParity (const std::bitset< DataBits > &data) noexcept
 
template<std::size_t DataBits, typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
bool nc::edac::detail::calculateParity (const std::bitset< DataBits > &data, IntType parityBit)
 
template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
std::size_t nc::edac::detail::checkBitsConsistent ()
 
template<typename IntType1 , typename IntType2 , std::enable_if_t< std::is_integral_v< IntType1 >, int > = 0, std::enable_if_t< std::is_integral_v< IntType2 >, int > = 0>
std::vector< std::size_t > nc::edac::detail::dataBitsCovered (IntType1 numDataBits, IntType2 parityBit)
 
template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
int nc::edac::decode (std::bitset< EncodedBits > encodedBits, std::bitset< DataBits > &decodedBits)
 
template<std::size_t DataBits>
boost::dynamic_bitset nc::edac::encode (const std::bitset< DataBits > &dataBits)
 
template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
std::bitset< DataBits > nc::edac::detail::extractData (const std::bitset< EncodedBits > &encodedBits) noexcept
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
constexpr bool nc::edac::detail::isPowerOfTwo (IntType n) noexcept
 Tests if value is a power of two. More...
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
std::size_t nc::edac::detail::nextPowerOfTwo (IntType n)
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
std::size_t nc::edac::detail::numSecdedParityBitsNeeded (IntType numDataBits)
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
std::vector< std::size_t > nc::edac::detail::powersOfTwo (IntType n)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Hamming EDAC encoding https://en.wikipedia.org/wiki/Hamming_code

+
+
+ + + + diff --git a/docs/doxygen/html/hamming_encode_8hpp.js b/docs/doxygen/html/hamming_encode_8hpp.js new file mode 100644 index 000000000..e05ed6c3b --- /dev/null +++ b/docs/doxygen/html/hamming_encode_8hpp.js @@ -0,0 +1,15 @@ +var hamming_encode_8hpp = +[ + [ "calculateParity", "hamming_encode_8hpp.html#abde37c852253de171988da5e4b775273", null ], + [ "calculateParity", "hamming_encode_8hpp.html#ad3215e8486eb3a544a483e5234c856d7", null ], + [ "calculateParity", "hamming_encode_8hpp.html#aea349d7b4d28ca91b85bcb3a2823c145", null ], + [ "checkBitsConsistent", "hamming_encode_8hpp.html#af386b23445a4942453c69cff80ee0e20", null ], + [ "dataBitsCovered", "hamming_encode_8hpp.html#aa8a14d5fd872ed0292631e57f5afe618", null ], + [ "decode", "hamming_encode_8hpp.html#aa24d4f99fd0739df7480845e96668e0f", null ], + [ "encode", "hamming_encode_8hpp.html#af5c36a1f2c74d632192cf9fe29cc5f03", null ], + [ "extractData", "hamming_encode_8hpp.html#a1c606c3f9302bb406021a50006898ebf", null ], + [ "isPowerOfTwo", "hamming_encode_8hpp.html#a7f066ec8b196c2943ae99382eb63e2fb", null ], + [ "nextPowerOfTwo", "hamming_encode_8hpp.html#a279241a794bffbea6920299cf8e5c4a1", null ], + [ "numSecdedParityBitsNeeded", "hamming_encode_8hpp.html#a6ee59971c08bfdc3e11a0245f17d5f9a", null ], + [ "powersOfTwo", "hamming_encode_8hpp.html#ad4328ffa9ba9949a9c4b494592496055", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/hamming_encode_8hpp_source.html b/docs/doxygen/html/hamming_encode_8hpp_source.html new file mode 100644 index 000000000..6a8949fdf --- /dev/null +++ b/docs/doxygen/html/hamming_encode_8hpp_source.html @@ -0,0 +1,429 @@ + + + + + + + +NumCpp: hammingEncode.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
hammingEncode.hpp
+
+
+Go to the documentation of this file.
1 
+
29 #pragma once
+
30 
+
31 #ifndef NUMCPP_NO_USE_BOOST
+
32 
+
33 #include <bitset>
+
34 #include <cmath>
+
35 #include <cstdlib>
+
36 #include <stdexcept>
+
37 #include <type_traits>
+
38 #include <vector>
+
39 
+
40 #include "boost/dynamic_bitset.hpp"
+
41 
+
42 #include "NumCpp/Core/Internal/TypeTraits.hpp"
+
43 
+
44 namespace nc
+
45 {
+
46  namespace edac::detail
+
47  {
+
48  //============================================================================
+
49  // Method Description:
+
55  template<
+
56  typename IntType,
+
57  std::enable_if_t<std::is_integral_v<IntType>, int> = 0
+
58  >
+
59  constexpr bool isPowerOfTwo(IntType n) noexcept
+
60  {
+
61  // Returns true if the given non-negative integer n is a power of two.
+
62  return n != 0 && (n & (n - 1)) == 0;
+
63  }
+
64 
+
65  //============================================================================
+
66  // Method Description:
+
77  template<
+
78  typename IntType,
+
79  std::enable_if_t<std::is_integral_v<IntType>, int> = 0
+
80  >
+
81  std::size_t nextPowerOfTwo(IntType n)
+
82  {
+
83  if (n < 0)
+
84  {
+
85  throw std::invalid_argument("Input value must be greater than or equal to zero.");
+
86  }
+
87 
+
88  if (isPowerOfTwo(n))
+
89  {
+
90  return static_cast<std::size_t>(n) << 1;
+
91  }
+
92 
+
93  return static_cast<std::size_t>(std::pow(2, std::ceil(std::log2(n))));
+
94  }
+
95 
+
96  //============================================================================
+
97  // Method Description:
+
104  template<
+
105  typename IntType,
+
106  std::enable_if_t<std::is_integral_v<IntType>, int> = 0
+
107  >
+
108  std::vector<std::size_t> powersOfTwo(IntType n)
+
109  {
+
110  auto i = std::size_t{ 0 };
+
111  auto power = std::size_t{ 1 };
+
112  auto powers = std::vector<std::size_t>();
+
113  powers.reserve(n);
+
114 
+
115  while (i < static_cast<std::size_t>(n))
+
116  {
+
117  powers.push_back(power);
+
118  power <<= 1;
+
119  ++i;
+
120  }
+
121 
+
122  return powers;
+
123  }
+
124 
+
125  //============================================================================
+
126  // Method Description:
+
134  template<
+
135  typename IntType,
+
136  std::enable_if_t<std::is_integral_v<IntType>, int> = 0
+
137  >
+
138  std::size_t numSecdedParityBitsNeeded(IntType numDataBits)
+
139  {
+
140  const auto n = nextPowerOfTwo(numDataBits);
+
141  const auto lowerBin = static_cast<std::size_t>(std::floor(std::log2(n)));
+
142  const auto upperBin = lowerBin + 1;
+
143  const auto dataBitBoundary = n - lowerBin - 1;
+
144  const auto numParityBits = numDataBits <= dataBitBoundary ? lowerBin + 1 : upperBin + 1;
+
145 
+
146  if (!isPowerOfTwo(numParityBits + numDataBits))
+
147  {
+
148  throw std::runtime_error("input number of data bits is not a valid Hamming SECDED code configuration.");
+
149  }
+
150 
+
151  return numParityBits;
+
152  }
+
153 
+
154  //============================================================================
+
155  // Method Description:
+
166  template<
+
167  typename IntType1,
+
168  typename IntType2,
+
169  std::enable_if_t<std::is_integral_v<IntType1>, int> = 0,
+
170  std::enable_if_t<std::is_integral_v<IntType2>, int> = 0
+
171  >
+
172  std::vector<std::size_t> dataBitsCovered(IntType1 numDataBits, IntType2 parityBit)
+
173  {
+
174  if (!isPowerOfTwo(parityBit))
+
175  {
+
176  throw std::invalid_argument("All hamming parity bits are indexed by powers of two.");
+
177  }
+
178 
+
179  std::size_t dataIndex = 1; // bit we're currently at in the DATA bitstring
+
180  std::size_t totalIndex = 3; // bit we're currently at in the OVERALL bitstring
+
181  auto parityBit_ = static_cast<std::size_t>(parityBit);
+
182 
+
183  auto indices = std::vector<std::size_t>();
+
184  indices.reserve(numDataBits); // worst case
+
185 
+
186  while (dataIndex <= static_cast<std::size_t>(numDataBits))
+
187  {
+
188  const auto currentBitIsData = !isPowerOfTwo(totalIndex);
+
189  if (currentBitIsData && (totalIndex % (parityBit_ << 1)) >= parityBit_)
+
190  {
+
191  indices.push_back(dataIndex - 1); // adjust output to be zero indexed
+
192  }
+
193 
+
194  dataIndex += currentBitIsData ? 1 : 0;
+
195  ++totalIndex;
+
196  }
+
197 
+
198  return indices;
+
199  }
+
200 
+
201  //============================================================================
+
202  // Method Description:
+
208  template<std::size_t DataBits>
+
209  constexpr bool calculateParity(const std::bitset<DataBits>& data) noexcept
+
210  {
+
211  bool parity = false;
+
212  for (std::size_t i = 0; i < DataBits - 1; ++i)
+
213  {
+
214  parity ^= data[i];
+
215  }
+
216 
+
217  return parity;
+
218  }
+
219 
+
220  //============================================================================
+
221  // Method Description:
+
227  inline bool calculateParity(const boost::dynamic_bitset<>& data) noexcept
+
228  {
+
229  bool parity = false;
+
230  for (std::size_t i = 0; i < data.size() - 1; ++i)
+
231  {
+
232  parity ^= data[i];
+
233  }
+
234 
+
235  return parity;
+
236  }
+
237 
+
238  //============================================================================
+
239  // Method Description:
+
249  template<
+
250  std::size_t DataBits,
+
251  typename IntType,
+
252  std::enable_if_t<std::is_integral_v<IntType>, int> = 0
+
253  >
+
254  bool calculateParity(const std::bitset<DataBits>& data, IntType parityBit)
+
255  {
+
256  bool parity = false;
+
257  for (const auto i : dataBitsCovered(DataBits, parityBit))
+
258  {
+
259  parity ^= data[i];
+
260  }
+
261 
+
262  return parity;
+
263  }
+
264 
+
265  //============================================================================
+
266  // Method Description:
+
273  template<
+
274  std::size_t DataBits,
+
275  std::size_t EncodedBits,
+
276  std::enable_if_t<greaterThan_v<EncodedBits, DataBits>, int> = 0
+
277  >
+
278  std::size_t checkBitsConsistent()
+
279  {
+
280  const auto numParityBits = detail::numSecdedParityBitsNeeded(DataBits);
+
281  if (numParityBits + DataBits != EncodedBits)
+
282  {
+
283  throw std::runtime_error("DataBits and EncodedBits are not consistent");
+
284  }
+
285 
+
286  return numParityBits;
+
287  }
+
288 
+
289  //============================================================================
+
290  // Method Description:
+
297  template<
+
298  std::size_t DataBits,
+
299  std::size_t EncodedBits,
+
300  std::enable_if_t<greaterThan_v<EncodedBits, DataBits>, int> = 0
+
301  >
+
302  std::bitset<DataBits> extractData(const std::bitset<EncodedBits>& encodedBits) noexcept
+
303  {
+
304  auto dataBits = std::bitset<DataBits>();
+
305 
+
306  std::size_t dataIndex = 0;
+
307  for (std::size_t encodedIndex = 0; encodedIndex < EncodedBits; ++encodedIndex)
+
308  {
+
309  if (!isPowerOfTwo(encodedIndex + 1))
+
310  {
+
311  dataBits[dataIndex++] = encodedBits[encodedIndex];
+
312  if (dataIndex == DataBits)
+
313  {
+
314  break;
+
315  }
+
316  }
+
317  }
+
318 
+
319  return dataBits;
+
320  }
+
321  } // namespace edac::detail
+
322 
+
323  namespace edac
+
324  {
+
325  //============================================================================
+
326  // Method Description:
+
333  template<std::size_t DataBits>
+
334  boost::dynamic_bitset<> encode(const std::bitset<DataBits>& dataBits)
+
335  {
+
336  const auto numParityBits = detail::numSecdedParityBitsNeeded(DataBits);
+
337  const auto numEncodedBits = numParityBits + DataBits;
+
338 
+
339  auto encodedBits = boost::dynamic_bitset<>(numEncodedBits);
+
340 
+
341  // set the parity bits
+
342  for (const auto parityBit : detail::powersOfTwo(numParityBits - 1)) // -1 because overall parity will be calculated seperately later
+
343  {
+
344  encodedBits[parityBit - 1] = detail::calculateParity(dataBits, parityBit);
+
345  }
+
346 
+
347  // set the data bits, switch to 1 based to make things easier for isPowerOfTwo
+
348  std::size_t dataBitIndex = 0;
+
349  for (std::size_t bitIndex = 1; bitIndex <= numEncodedBits - 1; ++bitIndex) // -1 to account for the overall parity bit
+
350  {
+
351  if (!detail::isPowerOfTwo(bitIndex))
+
352  {
+
353  encodedBits[bitIndex - 1] = dataBits[dataBitIndex++];
+
354  }
+
355  }
+
356 
+
357  // compute and set overall parity for the entire encoded data (not including the overall parity bit itself)
+
358  encodedBits[numEncodedBits - 1] = detail::calculateParity(encodedBits); // overall parity at the end
+
359 
+
360  // all done!
+
361  return encodedBits;
+
362  }
+
363 
+
364  //============================================================================
+
365  // Method Description:
+
375  template<
+
376  std::size_t DataBits,
+
377  std::size_t EncodedBits,
+
378  std::enable_if_t<greaterThan_v<EncodedBits, DataBits>, int> = 0
+
379  >
+
380  int decode(std::bitset<EncodedBits> encodedBits, std::bitset<DataBits>& decodedBits)
+
381  {
+
382  const auto numParityBits = detail::checkBitsConsistent<DataBits, EncodedBits>();
+
383 
+
384  // the data bits, which may be corrupted
+
385  decodedBits = detail::extractData<DataBits>(encodedBits);
+
386 
+
387  // check the overall parity bit
+
388  const auto overallExpected = detail::calculateParity(encodedBits);
+
389  const auto overallActual = encodedBits[EncodedBits - 1];
+
390  const auto overallCorrect = overallExpected == overallActual;
+
391 
+
392  // check individual parities - each parity bit's index (besides overall parity) is a power of two
+
393  std::size_t indexOfError = 0;
+
394  for (const auto parityBit : detail::powersOfTwo(numParityBits - 1))
+
395  {
+
396  const auto expected = detail::calculateParity(decodedBits, parityBit);
+
397  const auto actual = encodedBits[parityBit - 1]; // -1 because parityBit is 1 based
+
398  if (expected != actual)
+
399  {
+
400  indexOfError += parityBit;
+
401  }
+
402  }
+
403 
+
404  // attempt to repair a single flipped bit or throw exception if more than one
+
405  if (overallCorrect && indexOfError != 0)
+
406  {
+
407  // two errors found
+
408  return 2;
+
409  }
+
410  else if (!overallCorrect && indexOfError != 0)
+
411  {
+
412  // one error found, flip the bit in error and we're good
+
413  encodedBits.flip(indexOfError - 1);
+
414  decodedBits = detail::extractData<DataBits>(encodedBits);
+
415  return 1;
+
416  }
+
417 
+
418  return 0;
+
419  }
+
420  } // namespace edac
+
421 } // namespace nc
+
422 #endif // #ifndef NUMCPP_NO_USE_BOOST
+ +
nc::edac::detail::extractData
std::bitset< DataBits > extractData(const std::bitset< EncodedBits > &encodedBits) noexcept
Definition: hammingEncode.hpp:302
+
nc::edac::detail::nextPowerOfTwo
std::size_t nextPowerOfTwo(IntType n)
Definition: hammingEncode.hpp:81
+
nc::edac::detail::numSecdedParityBitsNeeded
std::size_t numSecdedParityBitsNeeded(IntType numDataBits)
Definition: hammingEncode.hpp:138
+
nc::edac::detail::isPowerOfTwo
constexpr bool isPowerOfTwo(IntType n) noexcept
Tests if value is a power of two.
Definition: hammingEncode.hpp:59
+
nc::edac::detail::dataBitsCovered
std::vector< std::size_t > dataBitsCovered(IntType1 numDataBits, IntType2 parityBit)
Definition: hammingEncode.hpp:172
+
nc::edac::detail::calculateParity
constexpr bool calculateParity(const std::bitset< DataBits > &data) noexcept
Definition: hammingEncode.hpp:209
+
nc::edac::detail::powersOfTwo
std::vector< std::size_t > powersOfTwo(IntType n)
Definition: hammingEncode.hpp:108
+
nc::edac::detail::checkBitsConsistent
std::size_t checkBitsConsistent()
Definition: hammingEncode.hpp:278
+
nc::edac::decode
int decode(std::bitset< EncodedBits > encodedBits, std::bitset< DataBits > &decodedBits)
Definition: hammingEncode.hpp:380
+
nc::edac::encode
boost::dynamic_bitset encode(const std::bitset< DataBits > &dataBits)
Definition: hammingEncode.hpp:334
+
nc
Definition: Coordinate.hpp:45
+
nc::power
constexpr dtype power(dtype inValue, uint8 inExponent) noexcept
Definition: Functions/power.hpp:52
+
nc::ceil
dtype ceil(dtype inValue) noexcept
Definition: ceil.hpp:48
+
nc::log2
auto log2(dtype inValue) noexcept
Definition: log2.hpp:49
+
nc::floor
dtype floor(dtype inValue) noexcept
Definition: floor.hpp:48
+
+
+ + + + diff --git a/docs/doxygen/html/hanning_8hpp.html b/docs/doxygen/html/hanning_8hpp.html new file mode 100644 index 000000000..5dcd6df1a --- /dev/null +++ b/docs/doxygen/html/hanning_8hpp.html @@ -0,0 +1,128 @@ + + + + + + + +NumCpp: hanning.hpp File Reference + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+Namespaces | +Functions
+
+
hanning.hpp File Reference
+
+
+
#include <cmath>
+#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Constants.hpp"
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + +

+Functions

NdArray< double > nc::hanning (int32 m)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/hanning_8hpp.js b/docs/doxygen/html/hanning_8hpp.js new file mode 100644 index 000000000..68a2fcdfd --- /dev/null +++ b/docs/doxygen/html/hanning_8hpp.js @@ -0,0 +1,4 @@ +var hanning_8hpp = +[ + [ "hanning", "hanning_8hpp.html#ab50f9ea31f882bd8121c1adf820798b3", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/hanning_8hpp_source.html b/docs/doxygen/html/hanning_8hpp_source.html new file mode 100644 index 000000000..8e44bb6d4 --- /dev/null +++ b/docs/doxygen/html/hanning_8hpp_source.html @@ -0,0 +1,142 @@ + + + + + + + +NumCpp: hanning.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
hanning.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include <cmath>
+
31 
+
32 #include "NumCpp/NdArray.hpp"
+
33 #include "NumCpp/Core/Constants.hpp"
+
34 
+
35 namespace nc
+
36 {
+
37  //============================================================================
+
38  // Method Description:
+
48  inline NdArray<double> hanning(int32 m)
+
49  {
+
50  if (m < 1)
+
51  {
+
52  return {};
+
53  }
+
54 
+
55  const auto mDouble = static_cast<double>(m);
+
56  const auto twoPiDivMMinus1 = (2.0 * constants::pi) / (mDouble - 1.0);
+
57 
+
58  NdArray<double> result(1, m);
+
59  int32 i = 0;
+
60  for (auto n : linspace(0.0, mDouble - 1.0, m, true))
+
61  {
+
62  result[i++] = 0.5 - 0.5 * std::cos(twoPiDivMMinus1 * n);
+
63  }
+
64 
+
65  return result;
+
66  }
+
67 } // namespace nc
+ + + +
nc::constants::pi
constexpr double pi
Pi.
Definition: Constants.hpp:43
+
nc
Definition: Coordinate.hpp:45
+
nc::linspace
NdArray< dtype > linspace(dtype inStart, dtype inStop, uint32 inNum=50, bool endPoint=true)
Definition: linspace.hpp:61
+
nc::cos
auto cos(dtype inValue) noexcept
Definition: cos.hpp:49
+
nc::int32
std::int32_t int32
Definition: Types.hpp:36
+
nc::hanning
NdArray< double > hanning(int32 m)
Definition: hanning.hpp:48
+
+
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inner.hpp File Reference
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+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/Error.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include <algorithm>
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + + +

+Functions

template<typename dtype >
dtype nc::inner (const NdArray< dtype > &a, const NdArray< dtype > &b)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/inner_8hpp.js b/docs/doxygen/html/inner_8hpp.js new file mode 100644 index 000000000..60c6a31e7 --- /dev/null +++ b/docs/doxygen/html/inner_8hpp.js @@ -0,0 +1,4 @@ +var inner_8hpp = +[ + [ "inner", "inner_8hpp.html#aa44cb1f69e57caf4a79ff92960ddaebd", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/inner_8hpp_source.html b/docs/doxygen/html/inner_8hpp_source.html new file mode 100644 index 000000000..72eae181d --- /dev/null +++ b/docs/doxygen/html/inner_8hpp_source.html @@ -0,0 +1,137 @@ + + + + + + + +NumCpp: inner.hpp Source File + + + + + + + + + + + + + + +
+
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+
NumCpp +  2.7.0 +
+
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inner.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/Error.hpp"
+
32 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
33 
+
34 #include <algorithm>
+
35 namespace nc
+
36 {
+
37  //============================================================================
+
38  // Method Description:
+
47  template<typename dtype>
+
48  dtype inner(const NdArray<dtype>& a, const NdArray<dtype>& b)
+
49  {
+
50  STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype);
+
51 
+
52  if (a.size() != b.size())
+
53  {
+
54  THROW_INVALID_ARGUMENT_ERROR("Inputs 'a' and 'b' must have the same size");
+
55  }
+
56 
+
57  return std::inner_product(a.cbegin(), a.cend(), b.cbegin(), dtype{ 0 });
+
58  }
+
59 } // namespace nc
+ +
THROW_INVALID_ARGUMENT_ERROR
#define THROW_INVALID_ARGUMENT_ERROR(msg)
Definition: Error.hpp:36
+ + +
STATIC_ASSERT_ARITHMETIC_OR_COMPLEX
#define STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype)
Definition: StaticAsserts.hpp:50
+
nc::NdArray
Holds 1D and 2D arrays, the main work horse of the NumCpp library.
Definition: NdArrayCore.hpp:72
+
nc::NdArray::size
size_type size() const noexcept
Definition: NdArrayCore.hpp:4296
+
nc::NdArray::cbegin
const_iterator cbegin() const noexcept
Definition: NdArrayCore.hpp:1216
+
nc::NdArray::cend
const_iterator cend() const noexcept
Definition: NdArrayCore.hpp:1524
+
nc
Definition: Coordinate.hpp:45
+
nc::inner
dtype inner(const NdArray< dtype > &a, const NdArray< dtype > &b)
Definition: inner.hpp:48
+
+
+ + + + diff --git a/docs/doxygen/html/intersect1d_8hpp.html b/docs/doxygen/html/intersect1d_8hpp.html index 372c4beb8..e8589e3ce 100644 --- a/docs/doxygen/html/intersect1d_8hpp.html +++ b/docs/doxygen/html/intersect1d_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: intersect1d.hpp File Reference @@ -28,7 +28,7 @@ Logo
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isneginf.hpp File Reference
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+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Functions/isinf.hpp"
+
+

Go to the source code of this file.

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 nc
 
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template<typename dtype >
NdArray< bool > nc::isneginf (const NdArray< dtype > &inArray)
 
template<typename dtype >
bool nc::isneginf (dtype inValue) noexcept
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/isneginf_8hpp.js b/docs/doxygen/html/isneginf_8hpp.js new file mode 100644 index 000000000..b1f502d97 --- /dev/null +++ b/docs/doxygen/html/isneginf_8hpp.js @@ -0,0 +1,5 @@ +var isneginf_8hpp = +[ + [ "isneginf", "isneginf_8hpp.html#af02b9a27f4177ad1ccb9ecea6ab79f46", null ], + [ "isneginf", "isneginf_8hpp.html#abb8e6e08f1b4374017ef8e4cd1841ba6", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/isneginf_8hpp_source.html b/docs/doxygen/html/isneginf_8hpp_source.html new file mode 100644 index 000000000..c3452debd --- /dev/null +++ b/docs/doxygen/html/isneginf_8hpp_source.html @@ -0,0 +1,148 @@ + + + + + + + +NumCpp: isneginf.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
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isneginf.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
32 #include "NumCpp/Functions/isinf.hpp"
+
33 
+
34 namespace nc
+
35 {
+
36  //============================================================================
+
37  // Method Description:
+
46  template<typename dtype>
+
47  bool isneginf(dtype inValue) noexcept
+
48  {
+
49  STATIC_ASSERT_FLOAT(dtype);
+
50 
+
51  return inValue < 0 && std::isinf(inValue);
+
52  }
+
53 
+
54  //============================================================================
+
55  // Method Description:
+
64  template<typename dtype>
+
65  NdArray<bool> isneginf(const NdArray<dtype>& inArray)
+
66  {
+
67  NdArray<bool> returnArray(inArray.shape());
+
68  stl_algorithms::transform(inArray.cbegin(), inArray.cend(), returnArray.begin(),
+
69  [](dtype inValue) noexcept -> bool
+
70  {
+
71  return isneginf(inValue);
+
72  });
+
73 
+
74  return returnArray;
+
75  }
+
76 } // namespace nc
+ + +
STATIC_ASSERT_FLOAT
#define STATIC_ASSERT_FLOAT(dtype)
Definition: StaticAsserts.hpp:43
+ +
nc::NdArray::cbegin
const_iterator cbegin() const noexcept
Definition: NdArrayCore.hpp:1216
+
nc::NdArray::shape
Shape shape() const noexcept
Definition: NdArrayCore.hpp:4283
+
nc::NdArray::cend
const_iterator cend() const noexcept
Definition: NdArrayCore.hpp:1524
+
nc::NdArray::begin
iterator begin() noexcept
Definition: NdArrayCore.hpp:1166
+ +
nc::stl_algorithms::transform
OutputIt transform(InputIt first, InputIt last, OutputIt destination, UnaryOperation unaryFunction)
Definition: StlAlgorithms.hpp:702
+
nc
Definition: Coordinate.hpp:45
+
nc::isneginf
bool isneginf(dtype inValue) noexcept
Definition: isneginf.hpp:47
+
nc::isinf
bool isinf(dtype inValue) noexcept
Definition: isinf.hpp:49
+
+
+ + + + diff --git a/docs/doxygen/html/isposinf_8hpp.html b/docs/doxygen/html/isposinf_8hpp.html new file mode 100644 index 000000000..92b4d5100 --- /dev/null +++ b/docs/doxygen/html/isposinf_8hpp.html @@ -0,0 +1,132 @@ + + + + + + + +NumCpp: isposinf.hpp File Reference + + + + + + + + + + + + + + +
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isposinf.hpp File Reference
+
+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Functions/isinf.hpp"
+
+

Go to the source code of this file.

+ + + + +

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+Functions

template<typename dtype >
NdArray< bool > nc::isposinf (const NdArray< dtype > &inArray)
 
template<typename dtype >
bool nc::isposinf (dtype inValue) noexcept
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/isposinf_8hpp.js b/docs/doxygen/html/isposinf_8hpp.js new file mode 100644 index 000000000..5729644a5 --- /dev/null +++ b/docs/doxygen/html/isposinf_8hpp.js @@ -0,0 +1,5 @@ +var isposinf_8hpp = +[ + [ "isposinf", "isposinf_8hpp.html#a00f30f48ef39bc0fa8149cb09b286e07", null ], + [ "isposinf", "isposinf_8hpp.html#a7229b43ce1e19fb560d461b6beda24af", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/isposinf_8hpp_source.html b/docs/doxygen/html/isposinf_8hpp_source.html new file mode 100644 index 000000000..93cba930d --- /dev/null +++ b/docs/doxygen/html/isposinf_8hpp_source.html @@ -0,0 +1,148 @@ + + + + + + + +NumCpp: isposinf.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
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+
isposinf.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
32 #include "NumCpp/Functions/isinf.hpp"
+
33 
+
34 namespace nc
+
35 {
+
36  //============================================================================
+
37  // Method Description:
+
46  template<typename dtype>
+
47  bool isposinf(dtype inValue) noexcept
+
48  {
+
49  STATIC_ASSERT_FLOAT(dtype);
+
50 
+
51  return inValue > 0 && std::isinf(inValue);
+
52  }
+
53 
+
54  //============================================================================
+
55  // Method Description:
+
64  template<typename dtype>
+
65  NdArray<bool> isposinf(const NdArray<dtype>& inArray)
+
66  {
+
67  NdArray<bool> returnArray(inArray.shape());
+
68  stl_algorithms::transform(inArray.cbegin(), inArray.cend(), returnArray.begin(),
+
69  [](dtype inValue) noexcept -> bool
+
70  {
+
71  return isposinf(inValue);
+
72  });
+
73 
+
74  return returnArray;
+
75  }
+
76 } // namespace nc
+ + +
STATIC_ASSERT_FLOAT
#define STATIC_ASSERT_FLOAT(dtype)
Definition: StaticAsserts.hpp:43
+ +
nc::NdArray::cbegin
const_iterator cbegin() const noexcept
Definition: NdArrayCore.hpp:1216
+
nc::NdArray::shape
Shape shape() const noexcept
Definition: NdArrayCore.hpp:4283
+
nc::NdArray::cend
const_iterator cend() const noexcept
Definition: NdArrayCore.hpp:1524
+
nc::NdArray::begin
iterator begin() noexcept
Definition: NdArrayCore.hpp:1166
+ +
nc::stl_algorithms::transform
OutputIt transform(InputIt first, InputIt last, OutputIt destination, UnaryOperation unaryFunction)
Definition: StlAlgorithms.hpp:702
+
nc
Definition: Coordinate.hpp:45
+
nc::isposinf
bool isposinf(dtype inValue) noexcept
Definition: isposinf.hpp:47
+
nc::isinf
bool isinf(dtype inValue) noexcept
Definition: isinf.hpp:49
+
+
+ + + + diff --git a/docs/doxygen/html/kaiser_8hpp.html b/docs/doxygen/html/kaiser_8hpp.html new file mode 100644 index 000000000..ab92d1ae3 --- /dev/null +++ b/docs/doxygen/html/kaiser_8hpp.html @@ -0,0 +1,129 @@ + + + + + + + +NumCpp: kaiser.hpp File Reference + + + + + + + + + + + + + + +
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A Templatized Header Only C++ Implementation of the Python NumPy Library
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kaiser.hpp File Reference
+
+
+
#include <cmath>
+#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Special/bessel_in.hpp"
+#include "NumCpp/Utils/sqr.hpp"
+
+

Go to the source code of this file.

+ + + + +

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 nc
 
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+Functions

NdArray< double > nc::kaiser (int32 m, double beta)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/kaiser_8hpp.js b/docs/doxygen/html/kaiser_8hpp.js new file mode 100644 index 000000000..5adfefea9 --- /dev/null +++ b/docs/doxygen/html/kaiser_8hpp.js @@ -0,0 +1,4 @@ +var kaiser_8hpp = +[ + [ "kaiser", "kaiser_8hpp.html#a40ad53a4a4ad1be06ca85bbf9f9e9d25", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/kaiser_8hpp_source.html b/docs/doxygen/html/kaiser_8hpp_source.html new file mode 100644 index 000000000..c6e128485 --- /dev/null +++ b/docs/doxygen/html/kaiser_8hpp_source.html @@ -0,0 +1,150 @@ + + + + + + + +NumCpp: kaiser.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
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+
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+ +
+ +
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+
kaiser.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include <cmath>
+
31 
+
32 #include "NumCpp/NdArray.hpp"
+
33 #include "NumCpp/Special/bessel_in.hpp"
+
34 #include "NumCpp/Utils/sqr.hpp"
+
35 
+
36 namespace nc
+
37 {
+
38  //============================================================================
+
39  // Method Description:
+
48  inline NdArray<double> kaiser(int32 m, double beta)
+
49  {
+
50  if (m < 1)
+
51  {
+
52  return {};
+
53  }
+
54 
+
55  const auto mDouble = static_cast<double>(m);
+
56  const auto mMinus1 = mDouble - 1.0;
+
57  const auto mMinus1Over2 = mMinus1 / 2.0;
+
58  const auto mMinus1Squared = utils::sqr(mMinus1);
+
59  const auto i0Beta = special::bessel_in(0, beta);
+
60 
+
61  NdArray<double> result(1, m);
+
62  int32 i = 0;
+
63  for (auto n : linspace(-mMinus1Over2, mMinus1Over2, m, true))
+
64  {
+
65  auto value = beta * std::sqrt(1.0 - (4.0 * utils::sqr(n)) / mMinus1Squared);
+
66  result[i++] = special::bessel_in(0, value) / i0Beta;
+
67  }
+
68 
+
69  return result;
+
70  }
+
71 } // namespace nc
+ +
bessel_in.hpp
+ +
nc::random::beta
dtype beta(dtype inAlpha, dtype inBeta)
Definition: Random/beta.hpp:59
+
nc::special::bessel_in
auto bessel_in(dtype1 inV, dtype2 inX)
Definition: bessel_in.hpp:59
+
nc::utils::sqr
constexpr dtype sqr(dtype inValue) noexcept
Definition: sqr.hpp:44
+
nc
Definition: Coordinate.hpp:45
+
nc::kaiser
NdArray< double > kaiser(int32 m, double beta)
Definition: kaiser.hpp:48
+
nc::linspace
NdArray< dtype > linspace(dtype inStart, dtype inStop, uint32 inNum=50, bool endPoint=true)
Definition: linspace.hpp:61
+
nc::int32
std::int32_t int32
Definition: Types.hpp:36
+
nc::sqrt
auto sqrt(dtype inValue) noexcept
Definition: sqrt.hpp:48
+ +
+
+ + + + diff --git a/docs/doxygen/html/laguerre_8hpp.html b/docs/doxygen/html/laguerre_8hpp.html index 955a5333f..904856465 100644 --- a/docs/doxygen/html/laguerre_8hpp.html +++ b/docs/doxygen/html/laguerre_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: laguerre.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
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logb.hpp File Reference
+
+
+
#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Core/Internal/StlAlgorithms.hpp"
+#include "NumCpp/NdArray.hpp"
+#include <cmath>
+#include <complex>
+
+

Go to the source code of this file.

+ + + + +

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 nc
 
+ + + + + + + +

+Functions

template<typename dtype >
auto nc::logb (const NdArray< dtype > &inArray, dtype inBase)
 
template<typename dtype >
auto nc::logb (dtype inValue, dtype inBase) noexcept
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/logb_8hpp.js b/docs/doxygen/html/logb_8hpp.js new file mode 100644 index 000000000..a530923e6 --- /dev/null +++ b/docs/doxygen/html/logb_8hpp.js @@ -0,0 +1,5 @@ +var logb_8hpp = +[ + [ "logb", "logb_8hpp.html#a512c632dd9629cbc02ad96398f82ab2a", null ], + [ "logb", "logb_8hpp.html#a4925bc774ee8c671be4e15ba4305d230", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/logb_8hpp_source.html b/docs/doxygen/html/logb_8hpp_source.html new file mode 100644 index 000000000..96d0d623b --- /dev/null +++ b/docs/doxygen/html/logb_8hpp_source.html @@ -0,0 +1,151 @@ + + + + + + + +NumCpp: logb.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
logb.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
31 #include "NumCpp/Core/Internal/StlAlgorithms.hpp"
+
32 #include "NumCpp/NdArray.hpp"
+
33 
+
34 #include <cmath>
+
35 #include <complex>
+
36 
+
37 namespace nc
+
38 {
+
39  //============================================================================
+
40  // Method Description:
+
48  template<typename dtype>
+
49  auto logb(dtype inValue, dtype inBase) noexcept
+
50  {
+
51  STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype);
+
52 
+
53  return std::log(inValue) / std::log(inBase);
+
54  }
+
55 
+
56  //============================================================================
+
57  // Method Description:
+
65  template<typename dtype>
+
66  auto logb(const NdArray<dtype>& inArray, dtype inBase)
+
67  {
+
68  NdArray<decltype(logb(dtype{0}, dtype{0}))> returnArray(inArray.shape());
+
69  stl_algorithms::transform(inArray.cbegin(), inArray.cend(), returnArray.begin(),
+
70  [inBase](dtype inValue) noexcept -> auto
+
71  {
+
72  return logb(inValue, inBase);
+
73  });
+
74 
+
75  return returnArray;
+
76  }
+
77 } // namespace nc
+ + +
STATIC_ASSERT_ARITHMETIC_OR_COMPLEX
#define STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype)
Definition: StaticAsserts.hpp:50
+ +
nc::NdArray
Holds 1D and 2D arrays, the main work horse of the NumCpp library.
Definition: NdArrayCore.hpp:72
+
nc::NdArray::cbegin
const_iterator cbegin() const noexcept
Definition: NdArrayCore.hpp:1216
+
nc::NdArray::shape
Shape shape() const noexcept
Definition: NdArrayCore.hpp:4283
+
nc::NdArray::cend
const_iterator cend() const noexcept
Definition: NdArrayCore.hpp:1524
+
nc::NdArray::begin
iterator begin() noexcept
Definition: NdArrayCore.hpp:1166
+
nc::stl_algorithms::transform
OutputIt transform(InputIt first, InputIt last, OutputIt destination, UnaryOperation unaryFunction)
Definition: StlAlgorithms.hpp:702
+
nc
Definition: Coordinate.hpp:45
+
nc::log
auto log(dtype inValue) noexcept
Definition: log.hpp:50
+
nc::logb
auto logb(dtype inValue, dtype inBase) noexcept
Definition: logb.hpp:49
+
+
+ + + + diff --git a/docs/doxygen/html/logical__and_8hpp.html b/docs/doxygen/html/logical__and_8hpp.html index caafe981e..e7449dff7 100644 --- a/docs/doxygen/html/logical__and_8hpp.html +++ b/docs/doxygen/html/logical__and_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: logical_and.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+Namespaces | +Functions
+
+
logspace.hpp File Reference
+
+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Core/Internal/StlAlgorithms.hpp"
+#include "NumCpp/Functions/linspace.hpp"
+#include "NumCpp/Utils/powerf.hpp"
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + + +

+Functions

template<typename dtype >
NdArray< double > nc::logspace (dtype start, dtype stop, uint32 num=50, bool endPoint=true, double base=10.0)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/logspace_8hpp.js b/docs/doxygen/html/logspace_8hpp.js new file mode 100644 index 000000000..df2d0d1b0 --- /dev/null +++ b/docs/doxygen/html/logspace_8hpp.js @@ -0,0 +1,4 @@ +var logspace_8hpp = +[ + [ "logspace", "logspace_8hpp.html#a4342eee2bea5ed3c8ece78b9119efc31", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/logspace_8hpp_source.html b/docs/doxygen/html/logspace_8hpp_source.html new file mode 100644 index 000000000..713922dda --- /dev/null +++ b/docs/doxygen/html/logspace_8hpp_source.html @@ -0,0 +1,141 @@ + + + + + + + +NumCpp: logspace.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
logspace.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
32 #include "NumCpp/Core/Internal/StlAlgorithms.hpp"
+
33 #include "NumCpp/Functions/linspace.hpp"
+
34 #include "NumCpp/Utils/powerf.hpp"
+
35 
+
36 namespace nc
+
37 {
+
38  //============================================================================
+
39  // Method Description:
+
56  template<typename dtype>
+
57  NdArray<double> logspace(dtype start, dtype stop, uint32 num = 50, bool endPoint = true, double base = 10.0)
+
58  {
+
59  STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype);
+
60 
+
61  auto spacedValues = linspace(static_cast<double>(start), static_cast<double>(stop), num, endPoint);
+
62  stl_algorithms::for_each(spacedValues.begin(), spacedValues.end(),
+
63  [base](auto& value) -> void
+
64  {
+
65  value = utils::powerf(base, value);
+
66  });
+
67 
+
68  return spacedValues;
+
69  }
+
70 } // namespace nc
+ + +
STATIC_ASSERT_ARITHMETIC_OR_COMPLEX
#define STATIC_ASSERT_ARITHMETIC_OR_COMPLEX(dtype)
Definition: StaticAsserts.hpp:50
+ + + + +
nc::stl_algorithms::for_each
void for_each(InputIt first, InputIt last, UnaryFunction f)
Definition: StlAlgorithms.hpp:213
+
nc
Definition: Coordinate.hpp:45
+
nc::logspace
NdArray< double > logspace(dtype start, dtype stop, uint32 num=50, bool endPoint=true, double base=10.0)
Definition: logspace.hpp:57
+
nc::linspace
NdArray< dtype > linspace(dtype inStart, dtype inStop, uint32 inNum=50, bool endPoint=true)
Definition: linspace.hpp:61
+
nc::uint32
std::uint32_t uint32
Definition: Types.hpp:40
+
+
+ + + + diff --git a/docs/doxygen/html/lstsq_8hpp.html b/docs/doxygen/html/lstsq_8hpp.html index 2b899eb2b..5d19d0e35 100644 --- a/docs/doxygen/html/lstsq_8hpp.html +++ b/docs/doxygen/html/lstsq_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: lstsq.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
Building
+
+
+

A NumCpp "Hello World" example

+

This example assumes you have followed the steps for installing NumCpp on your system. You will also need to have CMake installed.

+

1. Source File

+

main.cpp

+
#include "NumCpp.hpp"
+
+
#include <cstdlib>
+
#include <iostream>
+
+
int main()
+
{
+
auto a = nc::random::randInt<int>({10, 10}, 0, 100);
+
std::cout << a;
+
+
return EXIT_SUCCESS;
+
}
+ +

2. CMakeLists.txt file

+
cmake_minimum_required(VERSION 3.14)
+
+
project("HelloWorld" CXX)
+
+
add_executable(${PROJECT_NAME} main.cpp)
+
+
find_package(NumCpp 2.6.2 REQUIRED)
+
target_link_libraries(${PROJECT_NAME}
+
NumCpp::NumCpp
+
)
+

3. Build

+

SRC_DIRECTORY = directory containing main.cpp and CMakeLists.txt files

+
>> cd <SRC_DIRECTORY>
+
>> mkdir build
+
>> cd build
+
>> cmake ..
+
>> cmake --build . --config Release
+

4. Run

+

Linux

+
>> ./HelloWorld
+

Windows

+
>> HelloWorld.exe
+

Alternative

+

NumCpp is a header only library so you can of course simply add the NumCpp include directory to your build system's include directories and build that way. However, find_package(NumCpp) takes care of finding and linking in the Boost headers automatically, so if you add the NumCpp headers manually you will need to manually include the Boost headers as well.

+
+
+
+ + + + diff --git a/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__compiler_flags.html b/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__compiler_flags.html new file mode 100644 index 000000000..700c3cf0a --- /dev/null +++ b/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__compiler_flags.html @@ -0,0 +1,108 @@ + + + + + + + +NumCpp: Compiler Flags + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
Compiler Flags
+
+
+
    +
  • NUMCPP_NO_USE_BOOST: disables all NumCpp features that require the Boost libraries as a dependency. When this compiler flag is defined NumCpp will have no external dependancies and is completely standalone
    • +
  • NUMCPP_USE_MULTITHREAD: enables STL parallel execution policies throughout the library. Using multi-threaded algorithms can have negative performace impact for "small" array operations and should usually only be used when dealing with large array operations. Benchmarking should be performed with your system and build tools to determine which works best for your setup and application
    • +
  • NUMCPP_INCLUDE_PYBIND_PYTHON_INTERFACE: includes the PyBind11 Python interface helper functions
    • +
  • NUMCPP_INCLUDE_BOOST_PYTHON_INTERFACE: includes the Boost Python interface helper functions
    • +
+
+
+
+ + + + diff --git a/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__installation.html b/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__installation.html new file mode 100644 index 000000000..9c9006386 --- /dev/null +++ b/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__installation.html @@ -0,0 +1,116 @@ + + + + + + + +NumCpp: Installation + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
Installation
+
+
+

1. Clone the NumCpp repository from GitHub

+

NUMCPP_REPO_PATH = path to clone repository

+
>> cd <NUMCPP_REPO_PATH>
+
>> git clone https://github.com/dpilger26/NumCpp.git
+

2. Build the install products using CMake

+
>> cd NumCpp
+
>> mkdir build
+
>> cd build
+
>> cmake ..
+

3. Install the includes and CMake target files

+

On Linux run the following command with sudo. On Windows, you may need to open a cmd prompt or PowerShell with admin privileges.

+
>> cmake --build . --target install
+

Alternative

+

NumCpp is a header only library so you can of course simply add the NumCpp include directory (wherever it resides) to your build system's include directories and build that way.

+
+
+
+ + + + diff --git a/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__release_notes.html b/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__release_notes.html new file mode 100644 index 000000000..b2dfd53cb --- /dev/null +++ b/docs/doxygen/html/md__c___github__num_cpp_docs_markdown__release_notes.html @@ -0,0 +1,262 @@ + + + + + + + +NumCpp: Release Notes + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
Release Notes
+
+
+

Version 2.7.0

+ +

Version 2.6.2

+
    +
  • tofile and fromfile will now work for generic struct dtypes
    • +
+

Version 2.6.1

+
    +
  • Added more delimiter support to fromfile method
    • +
+

Version 2.6.0

+
    +
  • Added linalg::solve
    • +
+

Version 2.5.1

+
    +
  • Made behavior of interp function consistent with NumPy when passing in non-sorted data
    • +
+

Version 2.5.0

+
    +
  • Added additional NdArray slice overloads
    • +
  • Removed NO_MULTITHREAD compiler flag and replaced with NUMCPP_USE_MULTITHREAD so that single threaded is now the default
    • +
  • renamed NO_USE_BOOST compiler flag to NUMCPP_NO_USE_BOOST
    • +
  • renamed INCLUDE_BOOST_PYTHON_INTERFACE compiler flat to NUMCPP_INCLUDE_BOOST_PYTHON_INTERFACE
    • +
  • renamed INCLUDE_PYBIND_PYTHON_INTERFACE compiler flag to NUMCPP_INCLUDE_PYBIND_PYTHON_INTERFACE
    • +
+

Version 2.4.2

+
    +
  • Fixed a type error with percentile and nanpercentile
    • +
  • Updated doxygen API css
    • +
+

Version 2.4.1

+
    +
  • Fixed a build error for multiply defined symbols of isLittleEndian
    • +
+

Version 2.4.0

+
    +
  • Compile with NO_USE_BOOST definition to remove the Boost libraries as a dependency, with reduced functionality:
      +
    • gcd with a pair of values (still available using a C++17 compliant compiler)
      • +
    • gcd array
      • +
    • lcm with a pair of values (still available using a C++17 compliant compiler)
      • +
    • lcm array
      • +
    • polynomial::chebyshev_t
      • +
    • polynomial::chebyshev_u
      • +
    • polynomial::hermite (still available using a C++17 compliant compiler)
      • +
    • polynomial::laguerre (still available using a C++17 compliant compiler)
      • +
    • polynomial::legendre_p (still available using a C++17 compliant compiler)
      • +
    • polynomial::legendre_q
      • +
    • polynomial::spherical_harmonic
      • +
    • random::beta
      • +
    • random::laplace
      • +
    • random::nonCentralChiSquared
      • +
    • random::triangle
      • +
    • random::uniformOnSphere
      • +
    • special::airy_ai
      • +
    • special::airy_ai_prime
      • +
    • special::airy_bi
      • +
    • special::airy_bi_prime
      • +
    • special::bernoulli
      • +
    • special::bessel_in (still available using a C++17 compliant compiler)
      • +
    • special::bessel_in_prime
      • +
    • special::bessel_jn (still available using a C++17 compliant compiler)
      • +
    • special::bessel_jn_prime
      • +
    • special::bessel_kn (still available using a C++17 compliant compiler)
      • +
    • special::bessel_kn_prime
      • +
    • special::bessel_yn (still available using a C++17 compliant compiler)
      • +
    • special::bessel_yn_prime
      • +
    • special::beta (still available using a C++17 compliant compiler)
      • +
    • special::cyclic_hankel_1
      • +
    • special::cyclic_hankel_2
      • +
    • special::digamma
      • +
    • special::erf
      • +
    • special::erf_inv
      • +
    • special::erfc
      • +
    • special::erfc_inv
      • +
    • special::gamma
      • +
    • special::gamma1pm1
      • +
    • special::log_gamma
      • +
    • special::polygamma
      • +
    • special::prime
      • +
    • special::riemann_zeta (still available using a C++17 compliant compiler)
      • +
    • special::spherical_bessel_jn (still available using a C++17 compliant compiler)
      • +
    • special::spherical_bessel_yn (still available using a C++17 compliant compiler)
      • +
    • special::spherical_hankel_1
      • +
    • special::spherical_hankel_2
      • +
    • special::trigamma
      • +
    +
    • +
  • Added replace option into random::choice
    • +
  • Added nan_to_num function
    • +
  • Added complete and incomplete elliptical integrals of the first, second, and third kind to special namespace (requires either Boost or C++17 compliant compiler)
    • +
  • Added exponential integral to special namespace (requires either Boost or C++17 compliant compiler)
    • +
  • Added NO_MULTITHREAD compile definition to turn off algorithm multithreading from compliant compilers
    • +
+

Version 2.3.1

+
    +
  • Added option for user defined bin edges in histogram() function
    • +
+

Version 2.3.0

+
    +
  • Added slicing to DataCube class
    +
    • +
+

Version 2.2.0

+
    +
  • Added additional where() overloads to match NumPy functionality
    +
    • +
+

Version 2.1.0

+
    +
  • Improved installation and usage with CMake find_package support
    • +
  • Various minor improvements
    • +
+

Version 2.0.0

+
    +
  • Dropped support of C++11, now requires a C++14 or higher compiler
    • +
  • Added support for std::complex<T>, closing Issue #58
    • +
  • Added more NdArray constructors for STL containers including std::vector<std::vector<T>>, closing Issue #59
    • +
  • Added polyfit routine inline with Numpy polyfit, closing Issue #61
    • +
  • Added ability to use NdArray as container for generic structs
    • +
  • Non-linear least squares fitting using Gauss-Newton
    • +
  • Root finding routines
    • +
  • Numerical integration routines
    • +
  • lu_decomposition and pivotLU_decomposition added to Linalg namespace
    • +
  • New STL iterators added to NdArray
      +
    • iterator
      • +
    • const_iterator
      • +
    • reverse_iterator
      • +
    • const_reverse_iterator
      • +
    • column_iterator
      • +
    • const_column_iterator
      • +
    • reverse_column_iterator
      • +
    • const_reverse_column_iterator
      • +
    +
    • +
  • Added rodriguesRotation and wahbasProblem to Rotations namespace
    • +
  • Various efficiency and/or bug fixes
    • +
+
+
+
+ + + + diff --git a/docs/doxygen/html/mean_8hpp.html b/docs/doxygen/html/mean_8hpp.html index 11e7b8964..f76e03afb 100644 --- a/docs/doxygen/html/mean_8hpp.html +++ b/docs/doxygen/html/mean_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: mean.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+  + +

- k -

+
+
+ + + + diff --git a/docs/doxygen/html/namespacemembers_func_l.html b/docs/doxygen/html/namespacemembers_func_l.html index a8bf264b7..7d96c6c3c 100644 --- a/docs/doxygen/html/namespacemembers_func_l.html +++ b/docs/doxygen/html/namespacemembers_func_l.html @@ -3,7 +3,7 @@ - + NumCpp: Namespace Members @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
Here is a list of all namespace members with links to the namespace documentation for each member:
+ +

- k -

+
+
+ + + + diff --git a/docs/doxygen/html/namespacemembers_l.html b/docs/doxygen/html/namespacemembers_l.html index c471a9582..2d1ac7cd7 100644 --- a/docs/doxygen/html/namespacemembers_l.html +++ b/docs/doxygen/html/namespacemembers_l.html @@ -3,7 +3,7 @@ - + NumCpp: Namespace Members @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+Namespaces | +Functions
+
+
nc::edac Namespace Reference
+
+
+ + + + +

+Namespaces

 detail
 
+ + + + + + + +

+Functions

template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
int decode (std::bitset< EncodedBits > encodedBits, std::bitset< DataBits > &decodedBits)
 
template<std::size_t DataBits>
boost::dynamic_bitset encode (const std::bitset< DataBits > &dataBits)
 
+

Function Documentation

+ +

◆ decode()

+ +
+
+
+template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
+ + + + + + + + + + + + + + + + + + +
int nc::edac::decode (std::bitset< EncodedBits > encodedBits,
std::bitset< DataBits > & decodedBits 
)
+
+

Returns the Hamming SECDED decoded bits for the enocoded bits https://en.wikipedia.org/wiki/Hamming_code

+
Parameters
+ + + +
encodedBitsthe encoded bits to decode
decodedBitsthe output decoded bits
+
+
+
Returns
int status (0=no errors, 1=1 corrected error, 2=2 errors detected)
+
Exceptions
+ + + +
std::runtime_errorif DataBits and EncodedBits are not consistent
std::runtime_errorif the number of data bits does not represent a valid Hamming SECDED code
+
+
+ +
+
+ +

◆ encode()

+ +
+
+
+template<std::size_t DataBits>
+ + + + + + + + +
boost::dynamic_bitset nc::edac::encode (const std::bitset< DataBits > & dataBits)
+
+

Returns the Hamming SECDED encoded bits for the data bits

+
Parameters
+ + +
dataBitsthe data bits to encode
+
+
+
Returns
encoded data bits
+
Exceptions
+ + +
std::runtime_errorif the number of data bits does not represent a valid Hamming SECDED code
+
+
+ +
+
+
+
+ + + + diff --git a/docs/doxygen/html/namespacenc_1_1edac.js b/docs/doxygen/html/namespacenc_1_1edac.js new file mode 100644 index 000000000..4e22ab24b --- /dev/null +++ b/docs/doxygen/html/namespacenc_1_1edac.js @@ -0,0 +1,17 @@ +var namespacenc_1_1edac = +[ + [ "detail", "namespacenc_1_1edac_1_1detail.html", [ + [ "calculateParity", "namespacenc_1_1edac_1_1detail.html#abde37c852253de171988da5e4b775273", null ], + [ "calculateParity", "namespacenc_1_1edac_1_1detail.html#ad3215e8486eb3a544a483e5234c856d7", null ], + [ "calculateParity", "namespacenc_1_1edac_1_1detail.html#aea349d7b4d28ca91b85bcb3a2823c145", null ], + [ "checkBitsConsistent", "namespacenc_1_1edac_1_1detail.html#af386b23445a4942453c69cff80ee0e20", null ], + [ "dataBitsCovered", "namespacenc_1_1edac_1_1detail.html#aa8a14d5fd872ed0292631e57f5afe618", null ], + [ "extractData", "namespacenc_1_1edac_1_1detail.html#a1c606c3f9302bb406021a50006898ebf", null ], + [ "isPowerOfTwo", "namespacenc_1_1edac_1_1detail.html#a7f066ec8b196c2943ae99382eb63e2fb", null ], + [ "nextPowerOfTwo", "namespacenc_1_1edac_1_1detail.html#a279241a794bffbea6920299cf8e5c4a1", null ], + [ "numSecdedParityBitsNeeded", "namespacenc_1_1edac_1_1detail.html#a6ee59971c08bfdc3e11a0245f17d5f9a", null ], + [ "powersOfTwo", "namespacenc_1_1edac_1_1detail.html#ad4328ffa9ba9949a9c4b494592496055", null ] + ] ], + [ "decode", "namespacenc_1_1edac.html#aa24d4f99fd0739df7480845e96668e0f", null ], + [ "encode", "namespacenc_1_1edac.html#af5c36a1f2c74d632192cf9fe29cc5f03", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/namespacenc_1_1edac_1_1detail.html b/docs/doxygen/html/namespacenc_1_1edac_1_1detail.html new file mode 100644 index 000000000..c68c8f15e --- /dev/null +++ b/docs/doxygen/html/namespacenc_1_1edac_1_1detail.html @@ -0,0 +1,519 @@ + + + + + + + +NumCpp: nc::edac::detail Namespace Reference + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+Functions
+
+
nc::edac::detail Namespace Reference
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +

+Functions

bool calculateParity (const boost::dynamic_bitset<> &data) noexcept
 
template<std::size_t DataBits>
constexpr bool calculateParity (const std::bitset< DataBits > &data) noexcept
 
template<std::size_t DataBits, typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
bool calculateParity (const std::bitset< DataBits > &data, IntType parityBit)
 
template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
std::size_t checkBitsConsistent ()
 
template<typename IntType1 , typename IntType2 , std::enable_if_t< std::is_integral_v< IntType1 >, int > = 0, std::enable_if_t< std::is_integral_v< IntType2 >, int > = 0>
std::vector< std::size_t > dataBitsCovered (IntType1 numDataBits, IntType2 parityBit)
 
template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
std::bitset< DataBits > extractData (const std::bitset< EncodedBits > &encodedBits) noexcept
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
constexpr bool isPowerOfTwo (IntType n) noexcept
 Tests if value is a power of two. More...
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
std::size_t nextPowerOfTwo (IntType n)
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
std::size_t numSecdedParityBitsNeeded (IntType numDataBits)
 
template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
std::vector< std::size_t > powersOfTwo (IntType n)
 
+

Function Documentation

+ +

◆ calculateParity() [1/3]

+ +
+
+ + + + + +
+ + + + + + + + +
bool nc::edac::detail::calculateParity (const boost::dynamic_bitset<> & data)
+ 		+inlinenoexcept
+
+

Calculates the overall parity of the data, assumes last bit is the parity bit itself

+
Parameters
+ + +
datathe data word
+
+
+
Returns
overall parity bit value
+ +
+
+ +

◆ calculateParity() [2/3]

+ +
+
+
+template<std::size_t DataBits>
+ + + + + +
+ + + + + + + + +
constexpr bool nc::edac::detail::calculateParity (const std::bitset< DataBits > & data)
+ 		+constexprnoexcept
+
+

Calculates the overall parity of the data, assumes last bit is the parity bit itself

+
Parameters
+ + +
datathe data word
+
+
+
Returns
overall parity bit value
+ +
+
+ +

◆ calculateParity() [3/3]

+ +
+
+
+template<std::size_t DataBits, typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
+ + + + + + + + + + + + + + + + + + +
bool nc::edac::detail::calculateParity (const std::bitset< DataBits > & data,
IntType parityBit 
)
+
+

Calculates the specified Hamming parity bit (1, 2, 4, 8, etc.) for the given data. Assumes even parity to allow for easier computation of parity using XOR.

+
Parameters
+ + + +
datathe data word
parityBitthe parity bit number
+
+
+
Returns
parity bit value
+
Exceptions
+ + + +
std::invalid_argumentif parityBit is not a power of two
std::bad_allocif unable to allocate return vector
+
+
+ +
+
+ +

◆ checkBitsConsistent()

+ +
+
+
+template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
+ + + + + + + +
std::size_t nc::edac::detail::checkBitsConsistent ()
+
+

Checks that the number of DataBits and EncodedBits are consistent

+
Returns
the number of parity bits
+
Exceptions
+ + + +
std::runtime_errorif DataBits and EncodedBits are not consistent
std::runtime_errorif the number of data bits does not represent a valid Hamming SECDED code
+
+
+ +
+
+ +

◆ dataBitsCovered()

+ +
+
+
+template<typename IntType1 , typename IntType2 , std::enable_if_t< std::is_integral_v< IntType1 >, int > = 0, std::enable_if_t< std::is_integral_v< IntType2 >, int > = 0>
+ + + + + + + + + + + + + + + + + + +
std::vector<std::size_t> nc::edac::detail::dataBitsCovered (IntType1 numDataBits,
IntType2 parityBit 
)
+
+

Returns the indices of all data bits covered by a specified parity bit in a bitstring of length numDataBits. The indices are relative to DATA BITSTRING ITSELF, NOT including parity bits.

+
Parameters
+ + + +
numDataBitsthe number of data bits to encode
parityBitthe parity bit number
+
+
+
Returns
number of Hamming SECDED parity bits
+
Exceptions
+ + + +
std::invalid_argumentif parityBit is not a power of two
std::bad_allocif unable to allocate return vector
+
+
+ +
+
+ +

◆ extractData()

+ +
+
+
+template<std::size_t DataBits, std::size_t EncodedBits, std::enable_if_t< greaterThan_v< EncodedBits, DataBits >, int > = 0>
+ + + + + +
+ + + + + + + + +
std::bitset<DataBits> nc::edac::detail::extractData (const std::bitset< EncodedBits > & encodedBits)
+ 		+noexcept
+
+

Returns the Hamming SECDED decoded bits from the endoded bits. Assumes that the DataBits and EncodedBits have been checks for consistancy already

+
Parameters
+ + +
encodedBitsthe Hamming SECDED encoded word
+
+
+
Returns
data bits from the encoded word
+ +
+
+ +

◆ isPowerOfTwo()

+ +
+
+
+template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
+ + + + + +
+ + + + + + + + +
constexpr bool nc::edac::detail::isPowerOfTwo (IntType n)
+ 		+constexprnoexcept
+
+ +

Tests if value is a power of two.

+
Parameters
+ + +
ninteger value
+
+
+
Returns
bool true if value is a power of two, else false
+ +
+
+ +

◆ nextPowerOfTwo()

+ +
+
+
+template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
+ + + + + + + + +
std::size_t nc::edac::detail::nextPowerOfTwo (IntType n)
+
+

Calculates the next power of two after n

+
+
+

_next_power_of_two(768)

+
+
+
+

1024

+
+
+

_next_power_of_two(4)

+
+
+
+

8

+
Parameters
+ + +
ninteger value
+
+
+
Returns
next power of two
+
Exceptions
+ + +
std::invalid_argumentif input value is less than zero
+
+
+ +
+
+ +

◆ numSecdedParityBitsNeeded()

+ +
+
+
+template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
+ + + + + + + + +
std::size_t nc::edac::detail::numSecdedParityBitsNeeded (IntType numDataBits)
+
+

Calculates the number of needed Hamming SECDED parity bits to encode the data

+
Parameters
+ + +
numDataBitsthe number of data bits to encode
+
+
+
Returns
number of Hamming SECDED parity bits
+
Exceptions
+ + + +
std::invalid_argumentif input value is less than zero
std::runtime_errorif the number of data bits does not represent a valid Hamming SECDED code
+
+
+ +
+
+ +

◆ powersOfTwo()

+ +
+
+
+template<typename IntType , std::enable_if_t< std::is_integral_v< IntType >, int > = 0>
+ + + + + + + + +
std::vector<std::size_t> nc::edac::detail::powersOfTwo (IntType n)
+
+

Calculates the first n powers of two

+
Parameters
+ + +
ninteger value
+
+
+
Returns
first n powers of two
+
Exceptions
+ + +
std::bad_allocif unable to allocate for return vector
+
+
+ +
+
+
+
+ + + + diff --git a/docs/doxygen/html/namespacenc_1_1endian.html b/docs/doxygen/html/namespacenc_1_1endian.html index e059b80d7..c31016cbb 100644 --- a/docs/doxygen/html/namespacenc_1_1endian.html +++ b/docs/doxygen/html/namespacenc_1_1endian.html @@ -3,7 +3,7 @@ - + NumCpp: nc::endian Namespace Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+Namespaces | +Functions
+
+
nth_root.hpp File Reference
+
+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/StaticAsserts.hpp"
+#include "NumCpp/Core/Internal/StlAlgorithms.hpp"
+#include "NumCpp/Utils/powerf.hpp"
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + + + + + +

+Functions

template<typename dtype1 , typename dtype2 >
NdArray< double > nc::nth_root (const NdArray< dtype1 > &inArray, dtype2 inRoot)
 
template<typename dtype1 , typename dtype2 >
double nc::nth_root (dtype1 inValue, dtype2 inRoot) noexcept
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/nth__root_8hpp.js b/docs/doxygen/html/nth__root_8hpp.js new file mode 100644 index 000000000..c41473294 --- /dev/null +++ b/docs/doxygen/html/nth__root_8hpp.js @@ -0,0 +1,5 @@ +var nth__root_8hpp = +[ + [ "nth_root", "nth__root_8hpp.html#a6da3daf9d73c1cea2e69c77f62b267b0", null ], + [ "nth_root", "nth__root_8hpp.html#aae5eb97b7313026b451ac4d7c01db027", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/nth__root_8hpp_source.html b/docs/doxygen/html/nth__root_8hpp_source.html new file mode 100644 index 000000000..e3804d6c0 --- /dev/null +++ b/docs/doxygen/html/nth__root_8hpp_source.html @@ -0,0 +1,151 @@ + + + + + + + +NumCpp: nth_root.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
nth_root.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/StaticAsserts.hpp"
+
32 #include "NumCpp/Core/Internal/StlAlgorithms.hpp"
+
33 #include "NumCpp/Utils/powerf.hpp"
+
34 
+
35 namespace nc
+
36 {
+
37  //============================================================================
+
38  // Method Description:
+
45  template<typename dtype1, typename dtype2>
+
46  double nth_root(dtype1 inValue, dtype2 inRoot) noexcept
+
47  {
+
48  STATIC_ASSERT_ARITHMETIC(dtype1);
+
49  STATIC_ASSERT_ARITHMETIC(dtype2);
+
50 
+
51  return utils::powerf(static_cast<double>(inValue), 1.0 / static_cast<double>(inRoot));
+
52  }
+
53 
+
54  //============================================================================
+
55  // Method Description:
+
62  template<typename dtype1, typename dtype2>
+
63  NdArray<double> nth_root(const NdArray<dtype1>& inArray, dtype2 inRoot)
+
64  {
+
65  NdArray<double> returnArray(inArray.shape());
+
66  stl_algorithms::transform(inArray.cbegin(), inArray.cend(), returnArray.begin(),
+
67  [inRoot](dtype1 inValue) noexcept -> double
+
68  {
+
69  return nth_root(inValue, inRoot);
+
70  });
+
71 
+
72  return returnArray;
+
73  }
+
74 } // namespace nc
+ + +
STATIC_ASSERT_ARITHMETIC
#define STATIC_ASSERT_ARITHMETIC(dtype)
Definition: StaticAsserts.hpp:37
+ + + +
nc::NdArray::cbegin
const_iterator cbegin() const noexcept
Definition: NdArrayCore.hpp:1216
+
nc::NdArray::shape
Shape shape() const noexcept
Definition: NdArrayCore.hpp:4283
+
nc::NdArray::cend
const_iterator cend() const noexcept
Definition: NdArrayCore.hpp:1524
+
nc::NdArray::begin
iterator begin() noexcept
Definition: NdArrayCore.hpp:1166
+
nc::stl_algorithms::transform
OutputIt transform(InputIt first, InputIt last, OutputIt destination, UnaryOperation unaryFunction)
Definition: StlAlgorithms.hpp:702
+
nc::utils::powerf
auto powerf(dtype1 inValue, const dtype2 inPower) noexcept
Definition: Utils/powerf.hpp:49
+
nc
Definition: Coordinate.hpp:45
+
nc::nth_root
double nth_root(dtype1 inValue, dtype2 inRoot) noexcept
Definition: nth_root.hpp:46
+
+
+ + + + diff --git a/docs/doxygen/html/num2str_8hpp.html b/docs/doxygen/html/num2str_8hpp.html index 0dc2d6df2..37f991c1d 100644 --- a/docs/doxygen/html/num2str_8hpp.html +++ b/docs/doxygen/html/num2str_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: num2str.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+Namespaces | +Functions
+
+
place.hpp File Reference
+
+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Internal/Error.hpp"
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + + +

+Functions

template<typename dtype >
void nc::place (NdArray< dtype > &arr, const NdArray< bool > &mask, const NdArray< dtype > &vals)
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

+

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/place_8hpp.js b/docs/doxygen/html/place_8hpp.js new file mode 100644 index 000000000..955d20189 --- /dev/null +++ b/docs/doxygen/html/place_8hpp.js @@ -0,0 +1,4 @@ +var place_8hpp = +[ + [ "place", "place_8hpp.html#a171da00c79cfbc9500916b6ac4d3de70", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/place_8hpp_source.html b/docs/doxygen/html/place_8hpp_source.html new file mode 100644 index 000000000..f08ca5d55 --- /dev/null +++ b/docs/doxygen/html/place_8hpp_source.html @@ -0,0 +1,142 @@ + + + + + + + +NumCpp: place.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+
place.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Internal/Error.hpp"
+
32 
+
33 namespace nc
+
34 {
+
35  //============================================================================
+
36  // Method Description:
+
47  template<typename dtype>
+
48  void place(NdArray<dtype>& arr, const NdArray<bool>& mask, const NdArray<dtype>& vals)
+
49  {
+
50  if (mask.size() != arr.size())
+
51  {
+
52  THROW_INVALID_ARGUMENT_ERROR("Input arguments 'arr' and 'mask' must have the same size.");
+
53  }
+
54 
+
55  if (vals.isempty())
+
56  {
+
57  return;
+
58  }
+
59 
+
60  auto valIdx = 0;
+
61  for (decltype(arr.size()) i = 0; i < arr.size(); ++i)
+
62  {
+
63  if (mask[i])
+
64  {
+
65  arr[i] = vals[valIdx++ % vals.size()];
+
66  }
+
67  }
+
68  }
+
69 } // namespace nc
+ +
THROW_INVALID_ARGUMENT_ERROR
#define THROW_INVALID_ARGUMENT_ERROR(msg)
Definition: Error.hpp:36
+ +
nc::NdArray
Holds 1D and 2D arrays, the main work horse of the NumCpp library.
Definition: NdArrayCore.hpp:72
+
nc::NdArray::size
size_type size() const noexcept
Definition: NdArrayCore.hpp:4296
+
nc::NdArray::isempty
bool isempty() const noexcept
Definition: NdArrayCore.hpp:2843
+
nc
Definition: Coordinate.hpp:45
+
nc::place
void place(NdArray< dtype > &arr, const NdArray< bool > &mask, const NdArray< dtype > &vals)
Definition: place.hpp:48
+
+
+ + + + diff --git a/docs/doxygen/html/pnr_8hpp.html b/docs/doxygen/html/pnr_8hpp.html index dc3474657..92ae6e36b 100644 --- a/docs/doxygen/html/pnr_8hpp.html +++ b/docs/doxygen/html/pnr_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: pnr.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
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+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
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+Namespaces | +Functions
+
+
select.hpp File Reference
+
+
+
#include "NumCpp/NdArray.hpp"
+#include "NumCpp/Core/Shape.hpp"
+#include "NumCpp/Core/Internal/Error.hpp"
+#include <cstdlib>
+#include <initializer_list>
+#include <limits>
+#include <vector>
+
+

Go to the source code of this file.

+ + + + +

+Namespaces

 nc
 
+ + + + + + + +

+Functions

template<typename dtype >
NdArray< dtype > nc::select (const std::vector< const NdArray< bool > * > &condVec, const std::vector< const NdArray< dtype > * > &choiceVec, dtype defaultValue=dtype{0})
 
template<typename dtype >
NdArray< dtype > nc::select (const std::vector< NdArray< bool >> &condList, const std::vector< NdArray< dtype >> &choiceList, dtype defaultValue=dtype{0})
 
+

Detailed Description

+
Author
David Pilger dpilg.nosp@m.er26.nosp@m.@gmai.nosp@m.l.co.nosp@m.m GitHub Repository
+

License Copyright 2018-2022 David Pilger

+

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files(the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions :

+

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

+

Description Functions for working with NdArrays

+
+
+ + + + diff --git a/docs/doxygen/html/select_8hpp.js b/docs/doxygen/html/select_8hpp.js new file mode 100644 index 000000000..6e78178d3 --- /dev/null +++ b/docs/doxygen/html/select_8hpp.js @@ -0,0 +1,5 @@ +var select_8hpp = +[ + [ "select", "select_8hpp.html#aab95eb9e265a3daf251b7e1926a42dac", null ], + [ "select", "select_8hpp.html#acbb2b67807944a713b19844d2fe3dcc6", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/select_8hpp_source.html b/docs/doxygen/html/select_8hpp_source.html new file mode 100644 index 000000000..8128db6f9 --- /dev/null +++ b/docs/doxygen/html/select_8hpp_source.html @@ -0,0 +1,216 @@ + + + + + + + +NumCpp: select.hpp Source File + + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
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+ +
+ +
+
+
select.hpp
+
+
+Go to the documentation of this file.
1 #pragma once
+
29 
+
30 #include "NumCpp/NdArray.hpp"
+
31 #include "NumCpp/Core/Shape.hpp"
+
32 #include "NumCpp/Core/Internal/Error.hpp"
+
33 
+
34 #include <cstdlib>
+
35 #include <initializer_list>
+
36 #include <limits>
+
37 #include <vector>
+
38 
+
39 namespace nc
+
40 {
+
41  //============================================================================
+
42  // Method Description:
+
55  template<typename dtype>
+
56  NdArray<dtype> select(const std::vector<const NdArray<bool>*>& condVec,
+
57  const std::vector<const NdArray<dtype>*>& choiceVec, dtype defaultValue = dtype{0})
+
58  {
+
59  if (choiceVec.size() != condVec.size())
+
60  {
+
61  THROW_INVALID_ARGUMENT_ERROR("condVec and choiceVec need to be the same size");
+
62  }
+
63 
+
64  if (choiceVec.size() == 0)
+
65  {
+
66  THROW_INVALID_ARGUMENT_ERROR("choiceVec is size 0");
+
67  }
+
68 
+
69  auto theShape = condVec.front()->shape();
+
70  for (const auto cond : condVec)
+
71  {
+
72  const auto& theCond = *cond;
+
73  if (theCond.shape() != theShape)
+
74  {
+
75  THROW_INVALID_ARGUMENT_ERROR("all NdArrays of the condVec must be the same shape");
+
76  }
+
77  }
+
78 
+
79  for (const auto choice : choiceVec)
+
80  {
+
81  const auto& theChoice = *choice;
+
82  if (theChoice.shape() != theShape)
+
83  {
+
84  THROW_INVALID_ARGUMENT_ERROR("all NdArrays of the choiceVec must be the same shape, and the same as condVec");
+
85  }
+
86  }
+
87 
+
88  using size_type = typename NdArray<dtype>::size_type;
+
89  constexpr auto nullChoice = std::numeric_limits<size_type>::max();
+
90 
+
91  NdArray<size_type> choiceIndices(theShape);
+
92  choiceIndices.fill(nullChoice);
+
93  for (size_type condIdx = 0; condIdx < condVec.size(); ++condIdx)
+
94  {
+
95  const auto& theCond = *condVec[condIdx];
+
96  for (size_type i = 0; i < theCond.size(); ++i)
+
97  {
+
98  if (theCond[i] && choiceIndices[i] == nullChoice)
+
99  {
+
100  choiceIndices[i] = condIdx;
+
101  }
+
102  }
+
103  }
+
104 
+
105  NdArray<dtype> result(theShape);
+
106  result.fill(defaultValue);
+
107  for (size_type i = 0; i < choiceIndices.size(); ++i)
+
108  {
+
109  const auto choiceIndex = choiceIndices[i];
+
110  if (choiceIndex != nullChoice)
+
111  {
+
112  const auto& theChoice = *choiceVec[choiceIndex];
+
113  result[i] = theChoice[i];
+
114  }
+
115  }
+
116 
+
117  return result;
+
118  }
+
119 
+
120  //============================================================================
+
121  // Method Description:
+
134  template<typename dtype>
+
135  NdArray<dtype> select(const std::vector<NdArray<bool>>& condList,
+
136  const std::vector<NdArray<dtype>>& choiceList,
+
137  dtype defaultValue = dtype{0})
+
138  {
+
139  std::vector<const NdArray<bool>*> condVec;
+
140  condVec.reserve(condList.size());
+
141  for (auto& cond : condList)
+
142  {
+
143  condVec.push_back(&cond);
+
144  }
+
145 
+
146  std::vector<const NdArray<dtype>*> choiceVec;
+
147  choiceVec.reserve(choiceList.size());
+
148  for (auto& choice : choiceList)
+
149  {
+
150  choiceVec.push_back(&choice);
+
151  }
+
152 
+
153  return select(condVec, choiceVec, defaultValue);
+
154  }
+
155 } // namespace nc
+ + +
THROW_INVALID_ARGUMENT_ERROR
#define THROW_INVALID_ARGUMENT_ERROR(msg)
Definition: Error.hpp:36
+ +
nc::NdArray
Holds 1D and 2D arrays, the main work horse of the NumCpp library.
Definition: NdArrayCore.hpp:72
+
nc::NdArray::size_type
uint32 size_type
Definition: NdArrayCore.hpp:87
+
nc::random::choice
dtype choice(const NdArray< dtype > &inArray)
Definition: choice.hpp:51
+
nc
Definition: Coordinate.hpp:45
+
nc::max
NdArray< dtype > max(const NdArray< dtype > &inArray, Axis inAxis=Axis::NONE)
Definition: max.hpp:44
+
nc::select
NdArray< dtype > select(const std::vector< const NdArray< bool > * > &condVec, const std::vector< const NdArray< dtype > * > &choiceVec, dtype defaultValue=dtype{0})
Definition: select.hpp:56
+
+
+ + + + diff --git a/docs/doxygen/html/setdiff1d_8hpp.html b/docs/doxygen/html/setdiff1d_8hpp.html index ee6fb6fdd..f310640f9 100644 --- a/docs/doxygen/html/setdiff1d_8hpp.html +++ b/docs/doxygen/html/setdiff1d_8hpp.html @@ -3,7 +3,7 @@ - + NumCpp: setdiff1d.hpp File Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - + + + + + + + + + + + + + +
+
+ + + + + + + +
+
NumCpp +  2.7.0 +
+
A Templatized Header Only C++ Implementation of the Python NumPy Library
+
+
+ + + + + + + +
+
+ +
+
+
+ +
+ +
+
+ + +
+ +
+ +
+
+Static Public Attributes
+
+
nc::greaterThan< Value1, Value2 > Struct Template Reference
+
+
+ +

#include <TypeTraits.hpp>

+ + + + +

+Static Public Attributes

static constexpr bool value = Value1 > Value2
 
+

Detailed Description

+

template<std::size_t Value1, std::size_t Value2>
+struct nc::greaterThan< Value1, Value2 >

+ +

type trait to test if one value is larger than another at compile time

+

Field Documentation

+ +

◆ value

+ +
+
+
+template<std::size_t Value1, std::size_t Value2>
+ + + + + +
+ + + + +
constexpr bool nc::greaterThan< Value1, Value2 >::value = Value1 > Value2
+ 		+staticconstexpr
+
+ +
+
+
The documentation for this struct was generated from the following file: +
+
+ + + + diff --git a/docs/doxygen/html/structnc_1_1greater_than.js b/docs/doxygen/html/structnc_1_1greater_than.js new file mode 100644 index 000000000..dbb6a3aeb --- /dev/null +++ b/docs/doxygen/html/structnc_1_1greater_than.js @@ -0,0 +1,4 @@ +var structnc_1_1greater_than = +[ + [ "value", "structnc_1_1greater_than.html#a6664c509bb1b73d1547aeffa4ea2afec", null ] +]; \ No newline at end of file diff --git a/docs/doxygen/html/structnc_1_1is__complex.html b/docs/doxygen/html/structnc_1_1is__complex.html index 4b80fe4b4..15e3a05c8 100644 --- a/docs/doxygen/html/structnc_1_1is__complex.html +++ b/docs/doxygen/html/structnc_1_1is__complex.html @@ -3,7 +3,7 @@ - + NumCpp: nc::is_complex< T > Struct Template Reference @@ -28,7 +28,7 @@ Logo
NumCpp -  2.6.2 +  2.7.0
A Templatized Header Only C++ Implementation of the Python NumPy Library
@@ -37,7 +37,7 @@ - +